Blog
Eventos
Investigadores
Proyectos
Publicaciones
Líneas de investigación
Heuristicas.es
Optsicom
Contacto
Español
English
Publications
Tipo
Sin categoría
Artículo de conferencia
Artículo de revista
Informe
Capítulo de libro
Tesis
Fecha
2024
2023
2022
2021
2020
2019
2018
2017
2016
2015
2014
2013
2012
2011
2010
2009
2008
2007
2006
2005
2004
2003
2002
2001
2000
1900
Changeover minimization in the production of metal parts for car seats
We tackle a capacitated lot-sizing and scheduling problem (CLSP) with the main objective of minimizing changeover time in the …
J. Manuel Colmenar
,
Manuel Laguna
,
Raúl Martín Santamaría
Citar
DOI
Aprendizaje Basado en Problemas para el Modelado de Datos
La sociedad tan cambiante en la que vivimos ha transformado las metodologías docentes. Este dinamismo ha hecho que las organizaciones …
Miguel Angel Rodriguez
Citar
DOI
A GRASP method for the Bi-Objective Multiple Row Equal Facility Layout Problem
The Bi-Objective Multiple Row Equal Facility Layout Problem considers both quantitative and qualitative objectives that are very useful …
Nicolás Rodríguez Uribe
,
Alberto Herrán González
,
J. Manuel Colmenar
Citar
DOI
Spanish MEACorpus 2023: A multimodal speech–text corpus for emotion analysis in Spanish from natural environments
In human–computer interaction, emotion recognition provides a deeper understanding of the user’s emotions, enabling empathetic and …
Ronghao Pan
,
José Antonio García-Díaz
,
Miguel Ángel Rodriguez García
,
Rafel Valencia-García
Citar
DOI
A variable neighborhood search approach for the adaptive multi round influence maximization problem
Social Networks have been in continuous growing during the last decades. The huge amount of information and applications has led to an …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Multi-objective general variable neighborhood search for software maintainability optimization
The quality of software projects is measured by different attributes such as efficiency, security, robustness, or understandability, …
Javier Yuste
,
Eduardo G. Pardo
,
Abraham Duarte
,
Jin-Kao Hao
Citar
DOI
Strategic oscillation tabu search for improved hierarchical graph drawing
In the last years, many areas in science, business, and engineering have experienced an enormous growth in the amount of data that they …
Sergio Cavero
,
Eduardo G. Pardo
,
Fred Glover
,
Rafael Martí
Citar
DOI
On the automatic generation of metaheuristic algorithms for combinatorial optimization problems
Metaheuristic algorithms have become one of the preferred approaches for solving optimization problems. Finding the best metaheuristic …
Raúl Martín Santamaría
,
Manuel López-Ibáñez
,
Thomas Stützle
,
J. Manuel Colmenar
Citar
DOI
Neural Network-Based Digital Camera Spectrophotometer: Application to Chromogenic Technologies Characterization
In this work, a neural-network-assisted procedure for transmittance spectral reconstruction from digital images is proposed. This …
Antonio Cánovas-Saura
,
Lucía Serrano-Luján
,
Victoria Beltrán
,
Javier Padilla
Citar
DOI
A Hybrid Escape Room to Foster Motivation and Programming Education for Pre-Service Teachers
Educational escape rooms aims to motivate students, to strengthen knowledge and evaluate learning. Pre-service teachers enrolled in …
Oriol Borrás-Gené
,
Raquel Hijón-Neira
,
Pedro Paredes-Barragán
,
Lucía Serrano-Luján
Citar
DOI
Hybrid Metaheuristic Algorithms for Optimization of Countrywide Primary Energy: Analysing Estimation and Year-Ahead Prediction
In the present work, India’s primary energy use is analysed in terms of four socio-economic variables, including Gross Domestic …
Basharat Jamil
,
Lucía Serrano-Luján
Citar
DOI
A variable neighborhood search for the median location problem with interconnected facilities
The p-median problem has been widely studied in the literature. However, there are several variants that include new constraints to the …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
A.D. López-Sánchez
,
Abraham Duarte
Citar
DOI
WORDLE IN THE CLASSROOM: A GAME-CHANGING APPROACH TO ACTIVE LEARNING
his work presents an innovative approach to engage student participation through active learning, using the popular online …
Sergio Cavero
,
Eduardo G. Pardo
,
Mayte González de Lena
Citar
DOI
Solving a short sea inventory routing problem in the oil industry
We address an optimization problem related to the minimization of the distribution costs associated with product delivery in the oil …
Sergio Cavero
,
Manuel Laguna
,
Eduardo G. Pardo
Citar
DOI
Photovoltaic technology as a tool for ecosystem recovery: A case study for the Mar Menor coastal lagoon
A wide range of environmental impacts have been triggered worldwide by intensive agrarian production designed to maximize crop yields. …
Carlos Toledo
,
Adela Ramos-Escudero
,
Lucía Serrano-Luján
,
Antonio Urbina
Citar
DOI
General Variable Neighborhood Search for the optimization of software quality
In the area of Search-Based Software Engineering, software engineering issues are formulated and tackled as optimization problems. …
Javier Yuste
,
Eduardo G. Pardo
,
Abraham Duarte
Citar
DOI
What Characteristics Define a Good Solution in Social Influence Minimization Problems?
The evolution of Social Networks has introduced significant challenges related to information overload. These challenges are covered in …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
Abraham Duarte
,
Kenneth Sörensen
Citar
Diapositivas
DOI
Optimization of Fairness and Accuracy on Logistic Regression Models
Decision-making software is used to automatically make informed decisions by leveraging large amounts of data. Advances in machine …
Javier Yuste
,
Eduardo G. Pardo
,
Abraham Duarte
Citar
DOI
Learning by Teaching: Creation of Tutorials in the Field of Vocational Training
Contribution: A methodology based on the learning by teaching approach facilitated by a mobile learning tool for creating tutorials. A …
Isaac Lozano-Osorio
,
Sonia Ruiz-Olmedilla
,
Diana Pérez-Marín
,
Maximiliano Paredes-Velasco
Citar
DOI
Iterated Local Search for the Facility Location Problem with Limited Choice Rule
Facility location problems cover a great variety of different real-life scenarios. Among them, it is usual to consider distances …
Enrique García Galán
,
Alberto Herrán González
,
J. Manuel Colmenar
Citar
DOI
Improving Biased Random Key Genetic Algorithm with Variable Neighborhood Search for the Weighted Total Domination Problem
The Weighted Total Domination Problem (WTDP) belongs to the family of dominating set problems. Given a weighted graph, the WTDP …
Alejandra Casado
,
Jesús Sánchez-Oro
,
Anna Martínez-Gavara
,
Abraham Duarte
Citar
DOI
Impacto del uso de dispositivos móviles en Formación Profesional: un enfoque centrado en Aprender Enseñando
El auge de las metodologías activas en educación y su importancia para atender a la diversidad presente en las aulas, se plantea como …
Sonia Ruiz-Olmedilla
,
Isaac Lozano-Osorio
,
Maximiliano Velasco-Paredes
Citar
URL
Heuristic Algorithms for the Optimization of Software Quality
Software quality is of utmost importance for the correct functioning of modern systems. The quality of software projects is measured by …
Javier Yuste Moure
PDF
Citar
Exploring the Integration of General Variable Neighborhood Search with Exact Procedures for the Optimization of the Order Batching Problem
This paper studies the influence of combining exact algorithms with heuristic procedures for the optimization of the Order Batching …
Sergio Gil-Borrás
,
Eduardo G. Pardo
Citar
DOI
Evaluación automática de código mediante la plataforma educativa Iudex
En el contexto de la modernización educativa y la creciente adopción de aprendizaje a distancia, surge la necesidad de mejorar las …
Isaac Lozano-Osorio
,
Raúl Martı́n-Santamar\á
,
Jesús Sánchez-Oro
,
José Manuel Colmenar
Citar
URL
Design and Implementation of Metaheuristic Algorithms for Social Network Influence Problems
Optimization has been a constant concern throughout history, from ancient Greeks seeking the most efficient way to organize cities to …
Isaac Lozano-Osorio
PDF
Citar
An Efficient Algorithm for the T-Row Facility Layout Problem
Facility layout problems represent a challenge to the operations research community. These problems are closely related to real-world …
Raúl Martín Santamaría
,
Alberto Herrán González
,
Abraham Duarte
,
J. Manuel Colmenar
Citar
Diapositivas
DOI
A Variable Neighborhood Search Approach for the S-labeling Problem
The S-labeling problem is a graph layout problem that assigns numeric labels to the vertices of a graph. It aims to minimize the sum of …
Marcos Robles
,
Sergio Cavero
,
Eduardo G. Pardo
Citar
Diapositivas
DOI
A Variable Formulation Search Approach for Three Graph Layout Problems
This paper studies the relationship between three linear layout problems: minimum linear arrangement, cutwidth minimization, and …
Sergio Cavero
,
J. Manuel Colmenar
,
Eduardo G. Pardo
Citar
DOI
A Path Relinking-Based Approach for the Bi-Objective Double Floor Corridor Allocation Problem
The Bi-Objective Double Floor Corridor Allocation Problem is one of the most recent incorporation to the family of Facility Layout …
Nicolás Rodríguez Uribe
,
Alberto Herrán González
,
J. Manuel Colmenar
PDF
Citar
Diapositivas
DOI
A Biased Random Key Genetic Algorithm for Solving the α-Neighbor p-Center Problem
In this paper, a Biased Random Key Genetic Algorithm is proposed to solve the alpha-neighbor p-center problem. A decoder and a local …
Sergio Pérez-Peló
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
Diapositivas
DOI
A Basic Variable Neighborhood Search for the Planar Obnoxious Facility Location Problem
Obnoxious facility location problems are devoted to choose the best location for a given set of facilities considering that, despite …
Sergio Salazar
,
Abraham Duarte
,
J. Manuel Colmenar
Citar
Diapositivas
DOI
¿Cómo obtener soluciones heurísticas buenas? Caso de estudio en problemas de minimización de la influencia en redes sociales.
La evolución de las redes sociales ha introducido importantes retos relacionados con la sobrecarga de información. Estos retos abarcan …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
Abraham Duarte
,
Kenneth Sörensen
PDF
Citar
Diapositivas
The multiobjective traveling salesman–repairman problem with profits: design and implementation of a variable neighborhood descent algorithm for a real scenario
This paper introduces a problem that can be seen as a combination of the traveling salesman problem with profits and the traveling …
R. Morante‐González
,
A. D. López‐Sánchez
,
J. Sánchez‐Oro
,
A. G. Hernández‐Díaz
Citar
DOI
The time-window strategy in the online order batching problem
When an order arrives at a warehouse it is usually assigned to a batch and a decision is made on how long to wait before assigning the …
Sergio Gil-Borrás
,
Eduardo G. Pardo
,
Ernesto Jiménez
,
Kenneth Sörensen
Citar
DOI
Sustainable materials acceleration platform reveals stable and efficient wide-bandgap metal halide perovskite alloys
The vast chemical space of emerging semiconductors, like metal halide perovskites, and their varied requirements for semiconductor …
Tonghui Wang
,
Ruipeng Li
,
Hossein Ardekani
,
Lucía Serrano-Luján
,
Jiantao Wang
,
Mahdi Ramezani
,
Ryan Wilmington
,
Mihirsinh Chauhan
,
Robert W. Epps
,
Kasra Darabi
,
Boyu Guo
,
Dali Sun
,
Milad Abolhasani
,
Kenan Gundogdu
,
Aram Amassian
Citar
DOI
An efficient and effective GRASP algorithm for the Budget Influence Maximization Problem
Social networks are in continuous evolution, and its spreading has attracted the interest of both practitioners and the scientific …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Comparing Individual Representations in Grammar-Guided Genetic Programming for Glucose Prediction in People with Diabetes
Leon Ingelse
,
José Ignacio Hidalgo
,
José Manuel Colmenar
,
Nuno Lourenço
,
Alcides Fonseca
Citar
DOI
A reactive path relinking algorithm for solving the bi-objective p-Median and p-Dispersion problem
This paper deals with an interesting facility location problem known as the bi-objective p-Median and p-Dispersion problem (BpMD …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
A. D. López-Sánchez
,
Abraham Duarte
Citar
Diapositivas
DOI
URL
Variable Neighborhood Descent for Software Quality Optimization
In the Software Development Life-Cycle, the maintenance phase is often the most costly stage due to the efforts devoted to …
Javier Yuste
,
Eduardo G. Pardo
,
Abraham Duarte
Citar
DOI
Order Batching Problems: taxonomy and literature review
Order Batching is a family of optimization problems related to the process of picking items in a warehouse as part of supply chain …
Eduardo G. Pardo
,
Sergio Gil-Borrás
,
Antonio Alonso-Ayuso
,
Abraham Duarte
Citar
DOI
URL
Multi-Round Influence Maximization: A Variable Neighborhood Search Approach
The study of Social Network Influence has attracted the interest of scientists. The wide variety of real-world applications of this …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
Abraham Duarte
PDF
Citar
DOI
Multi-objective Variable Neighborhood Search for Improving Software Modularity
Search-Based Software Engineering is a research area that aims to tackle software engineering tasks as optimization problems. Among the …
Javier Yuste
,
Eduardo G. Pardo
,
Abraham Duarte
Citar
DOI
Multi-objective Optimization
Diversity problems are usually studied from a single-objective point of view. However, two or more diversity functions could present …
J. Manuel Colmenar
,
Alberto Herrán González
,
Raúl Martín Santamaría
Citar
DOI
Heuristic optimization of graph embedding problems in circular layouts
Optimization is a discipline that addresses the search for the best possible solution, called the optimal solution, to a problem …
Sergio Cavero Díaz
PDF
Citar
Greedy Randomized Adaptive Search Procedure
Greedy randomized adaptive search procedure (GRASP) is a metaheuristic framework which has been extensively used for solving a wide …
Sergio Pérez-Peló
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
BVNS for the Minimum Sitting Arrangement Problem in a Cycle
Signed graphs are a particular type of graph, in which the vertices are connected through edges labeled with a positive or negative …
Marcos Robles
,
Sergio Cavero
,
Eduardo G. Pardo
Citar
DOI
BVNS for Overlapping Community Detection
Nowadays, social networks are one of the most important sources of information available on the Internet, since new users and …
Sergio Pérez-Peló
,
Jesús Sánchez-Oro
,
Antonio Gonzalez-Pardo
,
Abraham Duarte
Citar
DOI
An iterated greedy algorithm for finding the minimum dominating set in graphs
A dominating set in a graph is a set of vertices such that every vertex outside the set is adjacent to a vertex in the set. The …
A. Casado
,
S. Bermudo
,
A. D. López-Sánchez
,
J. Sánchez-Oro
Citar
DOI
URL
An Efficient Fixed Set Search for the Covering Location with Interconnected Facilities Problem
This paper studies the Coverage Location Problem with Interconnected Facilities (CPIF). It belongs to the family of Facility Location …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
Anna Martínez-Gavara
,
Ana D. López-Sánchez
,
Abraham Duarte
Citar
DOI
A Scatter Search Approach for the Parallel Row Ordering Problem
In this work, we present a new approach for the Parallel Row Ordering Problem (PROP), based on the Scatter Search metaheuristic. The …
Raul Martín-Santamar\á
,
José Manuel Colmenar
,
Abraham Duarte
Citar
DOI
A new methodology for the automatedgeneration of reproducible metaheuristic configurations: a practical application to combinatorial optimization problems
Every day, we are bombarded with decisions: how to travel to a specific destination;which foods will make our meal; how to best …
Raúl Martín Santamaría
PDF
Citar
A Metaheuristic Approach for Solving Monitor Placement Problem
There are several hard combinatorial optimization problems that, in the context of communication networks, must be solved in short …
Alejandra Casado
,
Nenad Mladenović
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
A Fast Metaheuristic for Finding the Minimum Dominating Set in Graphs
Finding minimum dominating sets in graphs is a problem that has been widely studied in the literature. However, due to the increase in …
Alejandra Casado
,
Sergio Bermudo
,
Ana Dolores López-Sánchez
,
Jesús Sánchez-Oro
Citar
DOI
A Basic Variable Neighborhood Search Approach for the Bi-objective Multi-row Equal Facility Layout Problem
The Bi-Objective Multi-Row Facility Layout Problem is a problem belonging to the family of Facility Layout Problems. This problem is …
Nicolás Rodríguez Uribe
,
Alberto Herrán González
,
J. Manuel Colmenar
Citar
DOI
Variable neighborhood search approach with intensified shake for monitor placement
Several problems are emerging in the context of communication networks and most of them must be solved in reduced computing time since …
Alejandra Casado
,
Nenad Mladenović
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Multi-Round Influence Maximization: A Variable Neighborhood Search Approach
El estudio de la influencia de las redes sociales ha despertado el interés de los científicos. La gran variedad de aplicaciones reales …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
Abraham Duarte
PDF
Citar
A practical methodology for reproducible experimentation: an application to the Double-row Facility Layout Problem
Reproducibility of experiments is a complex task in stochastic methods such as evolutionary algorithms or metaheuristics in general. …
Raúl Martín Santamaría
,
Sergio Cavero
,
Alberto Herrán González
,
Abraham Duarte
,
J. Manuel Colmenar
Citar
DOI
Efficient iterated greedy for the two-dimensional bandwidth minimization problem
Graph layout problems are a family of combinatorial optimization problems that consist of finding an embedding of the vertices of an …
Sergio Cavero
,
Eduardo G. Pardo
,
Abraham Duarte
Citar
DOI
A MILP-based heuristic algorithm for transmission expansion planning problems
In the last years, a lot of effort was placed into approximated or relaxed models and heuristic and metaheuristic algorithms to solve …
Phillipe Vilaça
,
Alexandre Street
,
J. Manuel Colmenar
Citar
DOI
Monitoring Volcanic and Tectonic Sandbox Analogue Models Using the Kinect v2 Sensor
M. Rincón
,
A. Márquez
,
R. Herrera
,
O. Galland
,
Jesús Sánchez-Oro
,
D. Concha
,
A. S. Montemayor
Citar
DOI
Accurate thermal prediction model for building-integrated photovoltaics systems using guided artificial intelligence algorithms
L. Serrano-Luján
,
C. Toledo
,
J. Manuel Colmenar
,
J. Abad
,
A. Urbina
Citar
DOI
Out of the Niche: Using Direct Search Methods to Find Multiple Global Optima
Multimodal optimization deals with problems where multiple feasible global solutions coexist. Despite sharing a common objective …
Javier Cano
,
Cesar Alfaro
,
Javier Gomez
,
Abraham Duarte
Citar
DOI
Max-min dispersion with capacity and cost for a practical location problem
Diversity and dispersion problems deal with selecting a subset of elements from a given set in such a way that their diversity is …
Isaac Lozano-Osorio
,
Anna Martínez-Gavara
,
Rafael Martí
,
Abraham Duarte
Citar
DOI
A general variable neighborhood search approach for the minimum load coloring problem
The minimum load coloring problem consists of finding a 2-coloring function that assign either a color red or blue to each node of a …
Alberto Herrán González
,
J. Manuel Colmenar
,
Nenad Mladenović
,
Abraham Duarte
Citar
DOI
Optimization of code caves in malware binaries to evade Machine Learning detectors
Machine Learning (ML) techniques, especially Artificial Neural Networks, have been widely adopted as a tool for malware detection due …
Javier Yuste
,
Eduardo G. Pardo
,
Juan Tapiador
Citar
DOI
A GRASP algorithm with Tabu Search improvement for solving the maximum intersection of k-subsets problem
The selection of individuals with similar characteristics from a given population have always been a matter of interest in several …
Alejandra Casado
,
Sergio Pérez-Peló
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Online Order Batching Problem: a heuristic approach for single and multiple pickers
The recent expansion of electronic commerce has promoted the development of numerous sectors around it. Among these sectors are those …
Sergio Gil-Borrás
PDF
Citar
Obtaining Difference Equations for~Glucose Prediction by~Structured Grammatical Evolution and~Sparse Identification
Diabetes is one of the most common and difficult non-communicable diseases to deal with in our days. People with diabetes need to keep …
Daniel Parra
,
David Joedicke
,
Alberto Gutiérrez
,
J. Manuel Velasco
,
Oscar Garnica
,
J. Manuel Colmenar
,
J. Ignacio Hidalgo
Citar
DOI
Design and Implementation of Metaheuristic Algorithms for Social Network Analysis
In a society where the immediacy is becoming more and more established, there is a need to obtain solutions to real-world problems …
Sergio Pérez-Peló
PDF
Citar
A general variable neighborhood search for the cyclic antibandwidth problem
Graph Layout Problems refer to a family of optimization problems where the aim is to assign the vertices of an input graph to the …
Sergio Cavero
,
Eduardo García Pardo
,
Abraham Duarte
Citar
DOI
A Case Study on Learning visual programing with TutoApp for Composition of Tutorials: An approach for Learning by Teaching
Teaching programming is a topic that has generated a high level of interest among researchers in recent decades. In particular, …
Maximiliano Paredes-Velasco
,
Isaac Lozano-Osorio
,
Diana Pérez-Marín
,
Liliana Patricia Santacruz-Valencia
Citar
DOI
Avaddon ransomware: An in-depth analysis and decryption of infected systems
Malware is an emerging and popular threat flourishing in the underground economy. The commoditization of Malware-as-a-Service (MaaS) …
Javier Yuste
,
Sergio Pastrana
Citar
DOI
Nuevos algoritmos metaheurísticos para el análisis de la influencia de los usuarios en las redes sociales
La evolución y la difusión de las redes sociales han atraído el interés de la comunidad científica en los últimos años. En concreto, …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
Abraham Duarte
,
Oscar Cordon
Citar
Un enfoque multi-objetivo para el problema de la máxima diversidad
El problema de la maxima diversidad ha sido ampliamente estudiado desde diferentes perspectivas, haciendo uso de tecnicas exactas y …
Pedro Casas-Martínez
,
Alejandra Casado
,
Jesús Sánchez-Oro
,
Eduardo García Pardo
Citar
Two-dimensional bandwidth minimization problem: Exact and heuristic approaches
Reducing the bandwidth in a graph is an optimization problem which has generated significant attention over time due to its practical …
Miguel Ángel Rodriguez García
,
Jesús Sánchez-Oro
,
Eduardo Rodriguez-Tello
,
Éric Monfroy
,
Abraham Duarte
Citar
DOI
The MDPLIB 2.0 Library of Benchmark Instances for Diversity Problems
The library MDPLIB 2.01 contains 770 instances classified in different subsets according to their source. We consider three sets of …
Rafael Martí
,
Abraham Duarte
,
Anna Martínez-Gavara
,
Jesús Sánchez-Oro
PDF
Citar
The capacitated dispersion problem: an optimization model and a memetic algorithm
The challenge of maximizing the diversity of a collection of points arises in a variety of settings, and the growing interest of …
Rafael Martí
,
Anna Martínez-Gavara
,
Jesús Sánchez-Oro
Citar
DOI
Strategic oscillation for the balanced minimum sum-of-squares clustering problem
In the age of connectivity, every person is constantly producing large amounts of data every minute: social networks, information about …
R. Martín-Santamaría
,
Jesús Sánchez-Oro
,
S. Pérez-Peló
,
Abraham Duarte
Citar
DOI
Solving the regenerator location problem with an iterated greedy approach
The evolution of digital communications has resulted in new services that require from secure and robust connections. Nowadays, a …
Juan David Quintana
,
Raúl Martín Santamaría
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Multi-Objective GRASP for Maximizing Diversity
This work presents a novel greedy randomized adaptive search procedure approach for dealing with the maximum diversity problem from a …
Pedro Casas-Martínez
,
Alejandra Casado
,
Jesús Sánchez-Oro
,
Eduardo García Pardo
Citar
DOI
Modelling energy consumption in Spain with metaheuristic methods
Forecasting country-wide energy demand is an important activity for determining and progressing towards an energy secure future. In …
Jamil Basharat
,
Lucía Serrano-Luján
,
J. Manuel Colmenar
Citar
DOI
Influence of the Alternative Objective Functions in the Optimization of the Cyclic Cutwidth Minimization Problem
The quality of the solutions to a combinatorial optimization problem is usually measured using a mathematical function, named objective …
Sergio Cavero
,
Eduardo García Pardo
,
Abraham Duarte
Citar
DOI
Finding Critical Nodes in Networks Using Variable Neighborhood Search
Several problems related to networks are based on the identification of certain nodes which can be relevant for different tasks: …
Iván Martín de San Lázaro
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Educational Hall Escape: Increasing Motivation and Raising Emotions in Higher Education Students
Educational Escape Room is an innovative method used in classrooms to motivate students. This article describes a version of …
Raquel Montes Díez, Lucía Serrano-Luján Almudena Macías-Guillén
,
Oriol Borrás-Gené
Citar
DOI
Designing modern heuristic algorithms to solve the Transmission Expansion Planning problem
Transmission Expansion Planning (TEP) aims at identifying a list of new assets to be installed on the transmission grid to meet the …
Phillipe Vilaça
,
J. Manuel Colmenar
,
Abraham Duarte
,
João Tomé Saraiva
Citar
DOI
BVNS Approach for the Order Processing in Parallel Picking Workstations
The Order Processing in Parallel Picking Workstations is an optimization problem that can be found in the industry and is related to …
Abdessamad Ouzidan
,
Eduardo García Pardo
,
Marc Sevaux
,
Alexandru Liviu Olteanu
,
Abraham Duarte
Citar
DOI
Blood glucose prediction using multi-objective grammatical evolution: analysis of the “agnostic” and “what-if” scenarios
In this paper we investigate the benefits of applying a multi-objective approach for solving a symbolic regression problem by means of …
Sergio Contador
,
J. Manuel Colmenar
,
Oscar Garnica
,
J. Manuel Velasco
,
J. Ignacio Hidalgo
Citar
DOI
An improved GRASP method for the multiple row equal facility layout problem
As it is well documented in the literature, an effective facility layout design of a company significantly increases throughput, …
Nicolás Rodríguez Uribe
,
Alberto Herrán González
,
J. Manuel Colmenar
,
Abraham Duarte
Citar
DOI
An efficient Variable Neighborhood Search for the Space-Free Multi-Row Facility Layout problem
The Space-Free Multi-Row Facility Layout problem (SF-MRFLP) seeks for a non-overlapping layout of departments (facilities) on a given …
Alberto Herrán González
,
J. Manuel Colmenar
,
Abraham Duarte
Citar
DOI
An Efficient Algorithm for Crowd Logistics Optimization
Crowd logistics is a recent trend that proposes the participation of ordinary people in the distribution process of products and goods. …
Raúl Martín Santamaría
,
Ana D. López-Sánchez
,
María Luisa Delgado-Jalón
,
J. Manuel Colmenar
Citar
DOI
A review on discrete diversity and dispersion maximization from an OR perspective
The problem of maximizing diversity or dispersion deals with selecting a subset of elements from a given set in such a way that the …
Rafael Martí
,
Anna Martínez-Gavara
,
Sergio Pérez-Peló
,
Jesús Sánchez-Oro
Citar
DOI
A quick GRASP-based method for influence maximization in social networks
The evolution and spread of social networks have attracted the interest of the scientific community in the last few years. …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
Abraham Duarte
,
Oscar Cordon
Citar
DOI
A New Scatter Search Design for Multiobjective Combinatorial Optimization with an Application to Facility Location
Scatter search (SS) is a well-established metaheuristic solution methodology that has seen most of its success in single-objective …
A. D. López-Sánchez
,
Jesús Sánchez-Oro
,
Manuel Laguna
Citar
DOI
A multi-objective parallel variable neighborhood search for the bi-objective obnoxious p-median problem
Researchers and practitioners have addressed many variants of facility locations problems. Each location problem can be substantially …
Jesús Sánchez-Oro
,
Ana D. López-Sánchez
,
J. Manuel Colmenar
Citar
DOI
A Hybrid Strategic Oscillation with Path Relinking Algorithm for the Multiobjective k-Balanced Center Location Problem
This paper presents a hybridization of Strategic Oscillation with Path Relinking to provide a set of high-quality nondominated …
Jesús Sánchez-Oro
,
Ana D. López-Sánchez
,
Anna Martínez-Gavara
,
Alfredo G. Hernández-Díaz
,
Abraham Duarte
Citar
DOI
A heuristic approach for the online order batching problem with multiple pickers
The Online Order Batching Problem with Multiple Pickers (OOBPMP) consists of optimizing the operations related to the picking process …
Sergio Gil-Borrás
,
Eduardo García Pardo
,
Antonio Alonso-Ayuso
,
Abraham Duarte
Citar
DOI
A fast variable neighborhood search approach for multi-objective community detection
Community detection in social networks is becoming one of the key tasks in social network analysis, since it helps analyzing groups of …
Sergio Pérez-Peló
,
Jesús Sánchez-Oro
,
Antonio Gonzalez-Pardo
,
Abraham Duarte
Citar
DOI
New metaheuristic algorithms for the analysis of the user influence in social networks
The evolution and spread of social networks have attracted the interest of the scientific community in the last few years. …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
Abraham Duarte
,
Oscar Cordon
Citar
Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results
In the paper we describe the industrial process of hot rolling of steel. In cooperation with ArcelorMittal Poland we consider a …
Maciej Szelążek
,
Szymon Bobek
,
Antonio Gonzalez-Pardo
,
Grzegorz J. Nalepa
Citar
DOI
The four dimensions of social network analysis: An overview of research methods, applications, and software tools
Social network based applications have experienced exponential growth in recent years. One of the reasons for this rise is that this …
David Camacho
,
Angel Panizo-LLedot
,
Gema Bello-Orgaz
,
Antonio Gonzalez-Pardo
,
Erik Cambria
Citar
DOI
Special issue on recent innovations in variable neighborhood search
Variable neighborhood search (VNS) is a so-called single-solution based metaheuristic. The main idea behind VNS is the use of …
Abraham Duarte
,
Eduardo García Pardo
Citar
DOI
Special issue on new trends and challenges of bio-inspired computational intelligence algorithms in massively complex systems
Massively complex systems, such as social networks (Camacho, Panizo-LLedot, Bello-Orgaz, Gonzalez-Pardo, & Cambria, 2020; …
Antonio Gonzalez-Pardo
,
Antonio J. Tallón-Ballesteros
,
Hujun Yin
Citar
DOI
Short and Medium Term Blood Glucose Prediction Using Multi-objective Grammatical Evolution
In this paper we investigate the benefits of applying a multi-objective approach for solving a symbolic regression problem by means of …
Sergio Contador
,
J. Manuel Colmenar
,
Oscar Garnica
,
J. Ignacio Hidalgo
Citar
DOI
Preface to the special issue on optimization in vehicle routing and logistics
This special issue of Networks is dedicated to the seventh conference of the EURO Working Group on Vehicle Routing and Logistics …
Ana D. López-Sánchez
,
Jesús Sánchez-Oro
,
Daniele Vigo
Citar
DOI
Particle swarm grammatical evolution for energy demand estimation
Grammatical Swarm is a search and optimization algorithm that belongs to the more general Grammatical Evolution family, which works …
David Martínez-Rodríguez
,
J. Manuel Colmenar
,
J. Ignacio Hidalgo
,
Rafael-J. Villanueva Micó
,
Sancho Salcedo-Sanz
Citar
DOI
Optimizing Computer Networks Communication with the Band Collocation Problem: A Variable Neighborhood Search Approach
The Band Collocation Problem appears in the context of problems for optimizing telecommunication networks with the aim of solving some …
Isaac Lozano-Osorio
,
Jesús Sánchez-Oro
,
Miguel Ángel Rodriguez García
,
Abraham Duarte
Citar
DOI
Optimization of a Steam Reforming Plant Modeled with Artificial Neural Networks
The objective of this research is to improve the hydrogen production and total profit of a real Steam Reforming plant. Given the …
Eduardo García Pardo
,
Jaime Blanco-Linares
,
David Velázquez
,
Francisco Serradilla
Citar
DOI
On solving the order processing in picking workstations
The Order Processing in Picking Workstations is a real problem derived from the industry in the context of supply chain management. It …
Abdessamad Ouzidan
,
Marc Sevaux
,
Alexandru Liviu Olteanu
,
Eduardo García Pardo
,
Abraham Duarte
Citar
DOI
Multistart Search for the Cyclic Cutwidth Minimization Problem
The Cyclic Cutwidth Minimization Problem (CCMP) is a Graph Layout Problem that consists of finding an embedding of the vertices of a …
Sergio Cavero
,
Eduardo García Pardo
,
Manuel Lagunap
,
Abraham Duarte
Citar
DOI
Multilayer analysis of population diversity in grammatical evolution for symbolic regression
In this paper, we analyze the population diversity of grammatical evolution (GE) on multiple levels of genetic information: chromosome …
Gabriel Kronberger
,
J. Manuel Colmenar
,
Stephan M. Winkler
,
J. Ignacio Hidalgo
Citar
DOI
La infructuosa búsqueda de la solución óptima
La b´usqueda de la soluci´on ´optima a un problema de optimizaci´on ha sido el objetivo de generaciones de investigadores. El …
Eduardo García Pardo
,
Abraham Duarte
Citar
Iterated greedy with variable neighborhood search for a multiobjective waste collection problem
In the last few years, the application of decision making to logistic problems has become crucial for public and private organizations. …
Laura Delgado-Antequera
,
Rafael Caballero
,
Jesús Sánchez-Oro
,
J. Manuel Colmenar
,
Rafael Martí
Citar
DOI
Improving Youngsterstextquoteright Resilience Through Video Game-Based Interventions
Radicalization, as a violent form of extremism, is a growing problem for Europe. Currently, it is possible to find extreme ideologies …
Raquel Menendez-Ferreira
,
Javier Torregrosa
,
Angel Panizo-LLedot
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
GRASP with Variable Neighborhood Descent for the online order batching problem
The Online Order Batching Problem (OOBP) is a variant of the well-known Order Batching Problem (OBP). As in the OBP, the goal of this …
Sergio Gil-Borrás
,
Eduardo García Pardo
,
Antonio Alonso-Ayuso
,
Abraham Duarte
Citar
DOI
Glucose forecasting with random grammatical evolution
I. Hidalgo
,
J. M. Velasco
,
M. Botella-Serrano
,
O. Garnica
,
C. Cervigon
,
J. Manuel Colmenar
,
J. Lanchares
Citar
Fixed versus variable time window warehousing strategies in real time
Warehousing includes many different regular activities such as receiving, batching, picking, packaging, and shipping goods. Several …
Sergio Gil-Borrás
,
Eduardo García Pardo
,
Antonio Alonso-Ayuso
,
Abraham Duarte
Citar
DOI
Finding weaknesses in networks using greedy randomized adaptive search procedure and path relinking
In recent years, the relevance of cybersecurity has been increasingly evident to companies and institutions, as well as to final users. …
Sergio Pérez-Peló
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Evolving energy demand estimation models over macroeconomic indicators
Energy is essential for all countries, since it is in the core of social and economic development. Since the industrial revolution, the …
Nuno Lourenço
,
J. Manuel Colmenar
,
J. Ignacio Hidalgo
,
Sancho Salcedo-Sanz
Citar
DOI
Determination and analysis of ionization/excitation distributions for alpha particles in silicon detectors
As known, the detector response function in the detection of alpha particles is characterized by the following distributions: …
M. Jurado Vargas
,
Alfonso Fernandez Timon
,
J. F. Ziegler
Citar
DOI
Conformance checking for time-series-aware processes
This article tackles the problem of checking the conformance between a business process model and the data produced by its execution in …
Víctor Rodríguez-Fernández
,
Agnieszka Trzcionkowska
,
Antonio Gonzalez-Pardo
,
Edyta Brzychczy
,
Grzegorz J. Nalepa
,
David Camacho
Citar
DOI
Basic variable neighborhood search for the minimum sitting arrangement problem
The minimum sitting arrangement (MinSA) problem is a linear layout problem consisting in minimizing the number of errors produced when …
Eduardo García Pardo
,
Antonio García-Sánchez
,
Marc Sevaux
,
Abraham Duarte
Citar
DOI
Artificial Intelligence Applied to the Thermal Characterization of Building Integrated Photovoltaic Technologies
Building Integrated Photovoltaic (BIPV) systems aim not only to generate part of the electricity consumed by the edifice, but also to …
Lucía Serrano-Luján
,
Carlos Toledo Arias
,
J. Manuel Colmenar
,
Jose Abad
,
Antonio Urbina
Citar
Analysis of the performance of Genetic Programming on the Blood Glucose Level Prediction Challenge.
In this paper we present results for the Blood Glucose Level Prediction Challenge for the Ohio2020 dataset. We have used four variants …
David Joedicke
,
Gabriel Kronberger
,
J. Manuel Colmenar
,
Stephan M. Winkler
,
José Manuel Velasco
,
Sergio Contador
,
José Ignacio Hidalgo
Citar
An efficient metaheuristic for the K-page crossing number minimization problem
Graph layout problems refer to a family of optimization problems with relevant applications in VLSI design, information retrieval, …
Alberto Herrán González
,
J. Manuel Colmenar
,
Abraham Duarte
Citar
DOI
A parallel variable neighborhood search approach for the obnoxious p-median problem
The obnoxious p-median problem consists of selecting p locations, considered facilities, in a way that the sum of the distances from …
Alberto Herrán González
,
J. Manuel Colmenar
,
Rafael Martí
,
Abraham Duarte
Citar
DOI
A general variable neighborhood search for solving the multi-objective open vehicle routing problem
The multi-objective open vehicle routing problem (MO-OVRP) is a variant of the classic vehicle routing problem in which routes are not …
Jesús Sánchez-Oro
,
Ana D. López-Sánchez
,
J. Manuel Colmenar
Citar
DOI
Structured grammatical evolution for glucose prediction in diabetic patients
Structured grammatical evolution is a recent grammar-based genetic programming variant that tackles the main drawbacks of Grammatical …
Nuno Lourenço
,
J. Manuel Colmenar
,
J. Ignacio Hidalgo
,
Oscar Garnica
Citar
DOI
Statistical analysis of risk assessment factors and metrics to evaluate radicalisation in Twitter
Nowadays, Social Networks have become an essential communication tools producing a large amount of information about their users and …
Raúl Lara-Cabrera
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Radicalisation influence in social media
Identifying signs of online extremism is one of the top priorities for counter-extremist agencies. Social media platforms have become …
Miriam Fernandez
,
Antonio Gonzalez-Pardo
,
Harith Alani
Citar
DOI
On the Analysis of the Influence of the Evaluation Metric in Community Detection over Social Networks
Community detection in social networks is becoming one of the key tasks in social network analysis, since it helps with analyzing …
Sergio Pérez-Peló
,
Jesús Sánchez-Oro
,
Raúl Martín Santamaría
,
Abraham Duarte
Citar
DOI
Metodología docente híbrida; gamificación+ clase invertida
Lucía Serrano-Luján
,
Miguel Ángel Rodriguez García
Citar
Measurement of thermal and electrical parameters in photovoltaic systems for predictive and cross-correlated monitorization
Photovoltaic electricity generation is growing at an almost exponential rate worldwide, reaching 400 GWp of installed capacity in 2018. …
Carlos Toledo
,
Lucía Serrano-Luján
,
Jose Abad
,
Antonio Lampitelli
,
Antonio Urbina
Citar
DOI
La toma de decisiones en proyectos de energización rural para la contribución a la mejora de la calidad de vida
Se presentan dos herramientas para el apoyo a la toma de decisiones en proyectos de energización rural: el modelo SURE, que constituye …
Taymi González Morera
,
Raúl Olalde Font
,
Judith Alazraque Cherni
,
Juan Felipe Henao Piza
,
Lucía Serrano-Luján
,
Antonio Urbina Yeregui
,
Inocencio Raúl Sánchez Machado
Citar
Inventory Movement Optimization Problem
Abdessamad Ouzidan
,
Marc Sevaux
,
Eduardo García Pardo
,
Bérenger David
,
Alexandru Liviu Olteanu
Citar
GRASP and VNS for solving the p-next center problem
This paper presents two metaheuristic algorithms for the solution of the p-next center problem: a Greedy Randomized Adaptive Search …
Ana Dolores López-Sánchez
,
Jesús Sánchez-Oro
,
Alfredo García Hernández-Díaz
Citar
DOI
Environmental impact of the production of graphene oxide and reduced graphene oxide
Structured grammatical evolution is a recent grammar-based genetic programming variant that tackles the main drawbacks of Grammatical …
L. Serrano-Luján
,
S. Víctor-Román
,
C. Toledo
,
O. Sanahuja-Parejo
,
A. E. Mansour
,
J. Abad
,
A. Amassian
,
A. M. Benito
,
W. K. Maser
,
A. Urbina
Citar
DOI
Determination of microscopic residual stresses using diffraction methods, EBSD maps, and evolutionary algorithms
Residual stresses, both macroscopic and microscopic, are originated during conventional metallurgical processes. Knowing their …
J. Ignacio Hidalgo
,
Ricardo Fernández
,
Oscar Garnica
,
J. Manuel Colmenar
,
Juan Lanchares
,
Gaspar González-Doncel
Citar
DOI
Design of a software system to support value education in sports through gamification techniques
Nowadays, it is quite common to find violent acts in grassroot sports, such as football. Almost every week, it is possible to find news …
Raquel Menendez-Ferreira
,
Antonio Gonzalez-Pardo
,
Roberto Ruíz Barquín
,
Antonio Maldonado
,
David Camacho
Citar
DOI
BlueThinking, a programming tool for the development of executive functions at childhood
Research shows that teaching computer programming to children help them develop important 21st century skills such as planning, problem …
Isaac Lozano-Osorio
,
David Roldán-Álvarez
,
Adrián Bacelo
,
Estefanía Martín
Citar
DOI
Basic VNS for a Variant of the Online Order Batching Problem
The Online Order Batching Problem is a combinatorial optimization problem related to the process of retrieving items within a …
Sergio Gil-Borrás
,
Eduardo García Pardo
,
Antonio Alonso-Ayuso
,
Abraham Duarte
Citar
DOI
A VNS approach for the Inventory Movement Optimization Problem
Abdessamad Ouzidan
,
Eduardo García Pardo
,
Marc Sevaux
,
Alexandru Liviu Olteanu
Citar
A Variable Neighborhood Search approach for the Hamiltonian p-median problem
The Hamiltonian -Median Problem (HpMP) is a generalization of the well-known Traveling Salesman Problem (TSP), where the goal is to …
Alberto Herrán González
,
J. Manuel Colmenar
,
Abraham Duarte
Citar
DOI
A Multi-Objective Parallel Iterated Greedy for Solving the p-Center and p-Dispersion Problem
This paper generalizes the iterated greedy algorithm to solve a multi-objective facility location problem known as the Bi-objective …
Sergio Pérez-Peló
,
Jesús Sánchez-Oro
,
Ana Dolores López-Sánchez
,
Abraham Duarte
Citar
DOI
A metaheuristic plan for the Inventory Movement Problem
We present a variant of an order-picking problem where the objective function is to minimize the number of movements performed by …
Marc Sevaux
,
Alexandru Liviu Olteanu
,
Abdessamad Ouzidan
,
Eduardo García Pardo
Citar
A new algorithm for communities detection in social networks with node attributes
Revealing the community structure in social networks witnessed a determined effort. In this respect, a different category of social …
Haifa Gmati
,
Amira Mouakher
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Where facility centers should be located?
Facility location problems aim to determine the best position to place facility centers. This task is not easy since many objectives …
A. D. López-Sánchez
,
Jesús Sánchez-Oro
,
A. G. Hernández-Díaz
,
Manuel Laguna
Citar
Variable Neighborhood Descent.
Local search heuristic that explores several neighborhood structures in a deterministic way is called variable neighborhood descent …
Abraham Duarte
,
Jesús Sánchez-Oro
,
Nenad Mladenović
,
Raca Todosijevic
,
R. Martí
,
P. M. Pardalos
,
M. G. C. Resende
Citar
DOI
Un estudio sobre la influencia de la funcion objetivo en evolucion gramatical para regresion simbolica
—La evolucion gramatical es una variante ´ de la programacion gen ´ etica, que permite, entre otras ´ caracter´ısticas, introducir …
J. Manuel Colmenar
,
J. Ignacio Hidalgo
Citar
Tabu search for the dynamic bipartite drawing problem
Drawings of graphs have many applications and they are nowadays well-established tools in computer science in general, and optimization …
Rafael Martí
,
Anna Martínez-Gavara
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Scatter search for the bi-criteria p-median p-dispersion problem
The bi-criteria p-median p-dispersion is a challenging optimization problem that belongs to the family of location problems. To our …
J. Manuel Colmenar
,
Arild Hoff
,
Rafael Martí
,
Abraham Duarte
Citar
DOI
New VNS Variants for the Online Order Batching Problem
The Order Batching Problem (OBP) can be considered a family of optimization problems related to the retrieval of goods in a warehouse. …
Sergio Gil-Borrás
,
Eduardo García Pardo
,
Antonio Alonso-Ayuso
,
Abraham Duarte
Citar
DOI
Multi-objective memetic optimization for the bi-objective obnoxious p-median problem
Location problems have been studied extensively in the optimization literature, the p-median being probably one of the most tackled …
J. Manuel Colmenar
,
Rafael Martí
,
Abraham Duarte
Citar
DOI
Mejorando la acción docente con la metodología Smart tutor
Miguel Ángel Rodriguez García
,
Lucía Serrano-Luján
Citar
Linear Layout Problems
The term layout problem comes from the context of Very Large-Scale Integration (VLSI) circuit design. Graph layouts are optimization …
Eduardo García Pardo
,
Rafael Martí
,
Abraham Duarte
Citar
DOI
Iterated Greedy algorithm for performing community detection in social networks
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Identification of models for glucose blood values in diabetics by grammatical evolution
One the most relevant application areas of artificial intelligence and machine learning in general is medical research. We here focus …
J. Ignacio Hidalgo
,
J. Manuel Colmenar
,
J. Manuel Velasco
,
Gabriel Kronberger
,
Stephan M. Winkler
,
Oscar Garnica
,
Juan Lanchares
Citar
DOI
How to Locate Disperse Obnoxious Facility Centers?
The bi-objective obnoxious p-median problem has not been extensively studied in the literature yet, even having an enormous real …
Jesús Sánchez-Oro
,
J. Manuel Colmenar
,
Enrique García Galán
,
Ana D. López-Sánchez
Citar
DOI
Heuristics for the bi-objective diversity problem
The Max-Sum diversity and the Max-Min diversity are two well-known optimization models to capture the notion of selecting a subset of …
J. Manuel Colmenar
,
Rafael Martí
,
Abraham Duarte
Citar
DOI
GRASP with Path Relinking for 2D-Bandwidth Minimization Problem
The graph bandwidth minimization problem is an interesting problem that has become relevant in a wide range of domains. Networks …
M. A. Rodríguez-García
,
Abraham Duarte
,
Jesús Sánchez-Oro
Citar
DOI
Finding balanced bicliques in bipartite graphs using variable neighborhood search
The Maximum Balanced Biclique Problem (MBBP) consists of identifying a complete bipartite graph, or biclique, of maximum size within an …
Juan David Quintana
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Evolutionary design of the memory subsystem
The memory hierarchy has a high impact on the performance and power consumption in the system. Moreover, current embedded systems, …
Josefa Díaz Álvarez
,
José L. Risco-Martín
,
J. Manuel Colmenar
Citar
DOI
Encontrando grafos bipartitos completos mediante Busqueda de Vecindad Variable
El Problema del Maximo Biclique Balanceado, o Maximum Balanced Biclique Problem (MBBP), consiste ennencontrar el biclique de tamano …
Juan David Quintana
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
Detecting Weak Points in Networks Using Variable Neighborhood Search
Sergio Pérez-Peló
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Design of japanese tree frog algorithm for community finding problems
Community Finding Problems (CFPs) have become very popular in the last years, due to the high number of users that connect everyday to …
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Design of an ACO algorithm for Solving Community Finding Problems
The amount of data generated by social media users is increasing exponentially mainly produced by the high number of users connected …
Antonio Gonzalez-Pardo
,
David Camacho
Citar
Búsqueda de vecindad variable para el problema de la agrupación y recogida de pedidos online en almacenes logísticos
En este trabajo se presenta la adaptación de un algoritmo de Búsqueda de Vecindad Variable Básica al problema de agrupación y recogida …
Sergio Gil-Borrás
,
Abraham Duarte
,
Antonio Alonso-Ayuso
,
Eduardo García Pardo
Citar
Búsqueda de puntos débiles en redes de comunicaciones mediante algoritmos metaheurísticos
Búsqueda de puntos débiles en redes de comunicaciones mediante algoritmos metaheurísticos
Sergio Pérez-Peló
Citar
Automatic generation of models for energy demand estimation using Grammatical Evolution
The estimation of total energy demand in a country from macro-economic variables is an important problem useful to evaluate the …
J. Manuel Colmenar
,
J. I. Hidalgo
,
S. Salcedo-Sanz
Citar
DOI
ALPHACAL: A new user-friendly tool for the calibration of alpha-particle sources
In this work, we present and describe the program ALPHACAL, specifically developed for the calibration of alpha-particle sources. It is …
Alfonso Fernandez Timon
,
M. Jurado Vargas
,
P. alvarez Gallardo
,
J. Sánchez-Oro
,
L. Peralta
Citar
DOI
A new algorithm for communities detection in social networks with node attributes
Haifa Gmati
,
Amira Mouakher
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
A Metaheuristic Approach for the $backslash$alpha -separator Problem
Sergio Pérez-Peló
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
Variable Neighborhood Search strategies for the Order Batching Problem
The Order Batching Problem is an optimization problem belonging to the operational management aspect of a warehouse. It consists of …
Borja Menéndez
,
Eduardo García Pardo
,
Antonio Alonso-Ayuso
,
Elisenda Molina
,
Abraham Duarte
Citar
DOI
Variable neighborhood scatter search for the incremental graph drawing problem
Automated graph-drawing systems utilize procedures to place vertices and arcs in order to produce graphs with desired properties. …
Jesús Sánchez-Oro
,
Anna Martínez-Gavara
,
Manuel Laguna
,
Rafael Martí
,
Abraham Duarte
Citar
DOI
The greenest decision on photovoltaic system allocation
Photovoltaic technologies can have a role in climate change mitigation being routed in sustainability if the decisions are taken …
Lucía Serrano-Luján
,
Nieves Espinosa
,
Jose Abad
,
Antonio Urbina
Citar
DOI
Solving strategy board games using a CSP-based ACO approach
In the last years, there have been a huge increase in the number of research contributions that use games and video-games as an …
Antonio Gonzalez-Pardo
,
Javier Del Ser
,
David Camacho
Citar
DOI
Representation of information in Social Network to Perform Community Finding Tasks
The unstoppable growth that Social Networks (SN) have suffered in the last years, has produced that the data stored in those networks …
Antonio Gonzalez-Pardo
,
Raúl Lara-Cabrera
,
David Camacho
Citar
Repositorios públicos de GitHub en docencia de programación
En esta comunicación se muestra la utilidad de GitHub para el apoyo en la docencia de asignaturas de programación GitHub es una …
Alberto Herrán González
,
J. Manuel Colmenar
Citar
Quantitative Analysis and Performance Study of Ant Colony Optimization Models Applied to Multi-mode Resource Constraint Project Scheduling Problems
Constraint Satisfaction Problems (CSP) belongs to this kind of traditional NP-hard problems with a high impact in both, research and …
Antonio Gonzalez-Pardo
,
Javier Del Ser
,
David Camacho
Citar
DOI
Parallel variable neighborhood search for the min--max order batching problem
Warehousing is a key part of supply chain management. It primarily focuses on controlling the movement and storage of materials within …
Borja Menéndez
,
Eduardo García Pardo
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
New artificial intelligence approaches for future UAV ground control stations
The increasing interest in the use of Unmanned Aerial Vehicles (UAV) in the last years has opened up a new complex area of research …
Cristian Ramirez-Atencia
,
Víctor Rodríguez-Fernández
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Modelling behaviour in UAV operations using higher order double chain Markov models
Creating behavioural models of human operators engaged in supervisory control tasks with UAVs is of great value due to the high cost of …
Víctor Rodríguez-Fernández
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Measuring the radicalisation risk in social networks
Social networks (SNs) have become a powerful tool for the jihadism as they serve as recruitment assets, live forums, psychological …
Raúl Lara-Cabrera
,
Antonio Gonzalez-Pardo
,
Karim Benouaret
,
Noura Faci
,
Djamal Benslimane
,
David Camacho
Citar
DOI
Linguist markers to early detection of radicalization in Social Networks
Nowadays, social networks are essential communication tools that produce a large amount of information about their users and their …
Raúl Lara-Cabrera
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
Inteligencia Artificial aplicada al análisis de entrenamiento en operaciones con UAVs
El creciente uso de sistemas aéreos no tripulados (UASs) no se ha visto acompañado de una integración apropiada de los métodos y …
Vıctor Rodrıguez-Fernández
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
Improving the performance of embedded systems with variable neighborhood search
Embedded systems have become an essential part of our lives, mainly due to the evolution of technology in the last years. However, the …
Jesús Sánchez-Oro
,
Marc Sevaux
,
André Rossi
,
Rafael Martí
,
Abraham Duarte
Citar
DOI
Glucose Prognosis by Grammatical Evolution
Patients suffering from Diabetes Mellitus illness need to control their levels of sugar by a restricted diet, a healthy life and in the …
J. Ignacio Hidalgo
,
J. Manuel Colmenar
,
Gabriel Kronberger
,
Stephan M. Winkler
Citar
DOI
General Variable Neighborhood Search for the Order Batching and Sequencing Problem
Warehousing has been found as an essential issue by the industry in the last few years, being a key part of the supply chain …
Borja Menéndez
,
Manuel Bustillo
,
Eduardo García Pardo
,
Abraham Duarte
Citar
DOI
General variable neighborhood search for computing graph separators
Computing graph separators in networks has a wide range of real-world applications. For instance, in telecommunication networks, a …
Jesús Sánchez-Oro
,
Nenad Mladenović
,
Abraham Duarte
Citar
DOI
Extracting radicalisation behavioural patterns from social network data
Social networks (SNs) have become essential communication tools in recent years, generating a large amount of information about its …
Raúl Lara-Cabrera
,
Antonio Gonzalez-Pardo
,
Mahmoud Barhamgi
,
David Camacho
Citar
DOI
Estudio de factores para la evaluación del riesgo de radicalización en redes sociales
En los últimos años, las redes sociales se han convertido en una importante herramienta de difusión de mensajes. La cantidad de …
Antonio Gonzalez-Pardo
,
Raúl Lara-Cabrera
,
David Camacho
Citar
Enhancing grammatical evolution through data augmentation: application to blood glucose forecasting
Currently, Diabetes Mellitus Type 1 patients are waiting hopefully for the arrival of the Artificial Pancreas (AP) in a near future. AP …
José Manuel Velasco
,
Oscar Garnica
,
Sergio Contador
,
J. Manuel Colmenar
,
Esther Maqueda
,
Marta Botella
,
Juan Lanchares
,
J. Ignacio Hidalgo
Citar
DOI
Embedded Grammars for Grammatical Evolution on GPGPU
This paper presents an implementation of Grammatical Evolution on a GPU architecture. Our proposal, Embedded Grammars, implements the …
J. Ignacio Hidalgo
,
Carlos Cervigón
,
J. Manuel Velasco
,
J. Manuel Colmenar
,
Carlos García-Sánchez
,
Guillermo Botella
Citar
DOI
Data based prediction of blood glucose concentrations using evolutionary methods
Predicting glucose values on the basis of insulin and food intakes is a difficult task that people with diabetes need to do daily. This …
J. Ignacio Hidalgo
,
J. Manuel Colmenar
,
Gabriel Kronberger
,
Stephan M. Winkler
,
Oscar Garnica
,
Juan Lanchares
Citar
DOI
Comparative study of pheromone control heuristics in ACO algorithms for solving RCPSP problems
Constraint Satisfaction Problems (CSP) belong to a kind of traditional NP-hard problems with a high impact on both research and …
Antonio Gonzalez-Pardo
,
Javier Del Ser
,
David Camacho
Citar
DOI
Automatic procedure following evaluation using Petri net-based workflows
An operating procedure (OP), also known as checklist or action plan, is a list of actions or criteria arranged in a systematic way, …
Víctor Rodríguez-Fernández
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
An Alternative ILP Model and Algorithmic Ideas for the Maximum Edge-Disjoint Paths Problem
This document describes an alternative integer linear programming (ILP) model for the so-called edge-disjoint paths (EDP) problem in …
Christian Blum
,
Maria J. Blesa
,
Abraham Duarte
,
Jesús Sánchez-Oro
Citar
ACO-based clustering for Ego Network analysis
The unstoppable growth of Social Networks (SNs), and the huge number of connected users, have become these networks as one of the most …
Antonio Gonzalez-Pardo
,
Jason J. Jung
,
David Camacho
Citar
DOI
A variable neighborhood search approach for the crew pairing problem
In this paper we propose a Variable Neighborhood Search approach for the Crew Pairing Problem. This problem consist in assigning a crew …
Alba Agustin
,
Angel Juan
,
Eduardo García Pardo
Citar
DOI
4th International Conference on Variable Neighborhood Search (ICVNS'16)
In this issue we present a peer-reviewed selection of short papers that were accepted for presentation in the 4th International …
Eduardo García Pardo
,
Angelo Sifaleras
Citar
DOI
VNS pour le Minimum Sitting Arrangement Problem
Les graphes signés sont des graphes pour lesquels les arêtes ont un signe positif ou négatif. En psychologie sociale, les graphes …
Alban Derrien
,
Borja Menéndez
,
Marc Sevaux
,
Eduardo García Pardo
,
Abraham Duarte
Citar
Using evolutionary algorithms to determine the residual stress profile across welds of age-hardenable aluminum alloys
This paper presents an evolutionary based method to obtain the un-stressed lattice spacing, d0, required to calculate the residual …
J. Ignacio Hidalgo
,
Ricardo Fernández
,
J. Manuel Colmenar
,
Florencia Cioffi
,
José L. Risco-Martín
,
Gaspar González-Doncel
Citar
DOI
Systematic assessment of carbon emissions from renewable energy access to improve rural livelihoods
One way of increasing access to electricity for impoverished unconnected areas without adding significant amounts of CO2 to the …
Judith A. Cherni
,
Raúl Olalde Font
,
Lucía Serrano
,
Felipe Henao
,
Antonio Urbina
Citar
DOI
Scatter search for the bandpass problem
We tackle a combinatorial problem that consists of finding the optimal configuration of a binary matrix. The configuration is …
Jesús Sánchez-Oro
,
Manuel Laguna
,
Rafael Martí
,
Abraham Duarte
Citar
DOI
Robust total energy demand estimation with a hybrid Variable Neighborhood Search--Extreme Learning Machine algorithm
Energy demand prediction is an important problem whose solution is evaluated by policy makers in order to take key decisions affecting …
Jesús Sánchez-Oro
,
Abraham Duarte
,
S. Salcedo-Sanz
Citar
DOI
RiskTrack: a new approach for risk assessment of radicalisation based on social media data
The RiskTrack project aims to help in the prevention of terrorism through the identi cation of online radicalisation. In line with the …
David Camacho
,
Irene Gilpérez-López
,
Antonio Gonzalez-Pardo
,
Alvaro Ortigosa
,
Carlota Urruela
Citar
Predicting glycemia in diabetic patients by evolutionary computation and continuous glucose monitoring
Diabetes mellitus is a disease that affects more than three hundreds million people worldwide. Maintaining a good control of the …
J. Manuel Colmenar
,
Stephan M. Winkler
,
Gabriel Kronberger
,
Esther Maqueda
,
Marta Botella
,
J. Ignacio Hidalgo
Citar
DOI
Parallel variable neighbourhood search strategies for the cutwidth minimization problem
Variable neighbourhood search (VNS) and all its variants have been successfully proved in hard combinatorial optimization problems. …
Abraham Duarte
,
Juan J. Pantrigo
,
Eduardo García Pardo
,
Jesús Sánchez-Oro
Citar
DOI
Parallel strategic oscillation: an application to the maximum leaf spanning tree problem
The maximum leaf spanning tree problem consists in finding a spanning tree of a graph that maximizes the number of leaves that the tree …
Jesús Sánchez-Oro
,
Borja Menéndez
,
Eduardo García Pardo
,
Abraham Duarte
Citar
DOI
Optimizing L1 cache for embedded systems through grammatical evolution
Nowadays, embedded systems are provided with cache memories that are large enough to influence in both performance and energy …
Josefa Díaz Álvarez
,
J. Manuel Colmenar
,
José L. Risco-Martín
,
Juan Lanchares
,
Oscar Garnica
Citar
DOI
Multi-objective optimization of energy consumption and execution time in a single level cache memory for embedded systems
Current embedded systems are specifically designed to run multimedia applications. These applications have a big impact on both …
Josefa Díaz Álvarez
,
José L. Risco-Martín
,
J. Manuel Colmenar
Citar
DOI
Modeling and predicting the Spanish Bachillerato academic results over the next few years using a random network model
Academic performance is a concern of paramount importance in Spain, where around of of the students in the last two courses in high …
J.-C. Cortés
,
J. Manuel Colmenar
,
J. I. Hidalgo
,
A. Sánchez Sanchez
,
F.-J. Santonja
,
R.-J. Villanueva
Citar
DOI
Joint topology optimization, power control and spectrum allocation for intra-vehicular multi-hop sensor networks using dandelion-encoded heuristics
In the last years the interest in multi-hop communications has gained momentum within the research community due to the challenging …
Javier Del Ser
,
Miren Nekane Bilbao
,
Cristina Perfecto
,
Antonio Gonzalez-Pardo
,
Sergio Campos-Cordobes
Citar
DOI
Innovation technological energetics in rural communities. Case of study community of\" Manantiales\", Villa Clara, Cuba
This investigation is framed in the analysis of impacts in the local development starting from the taking of decisions on projects of …
Raúl Olalde Font
,
Taymi González Morera
,
Lianet Herrera González
,
Judith Cherni
,
Antonio Urbina Yeregui
,
Lucía Serrano-Luján
Citar
Innovación tecnológica energética en comunidades rurales. Caso de estudio comunidad de '93Manantiales'94, Villa Clara, Cuba
Esta investigación se enmarca en el análisis de impactos en el desarrollo local a partir de la toma de decisiones en proyectos de …
Raúl Olalde Font
,
Taymi González Morera
,
Lianet Herrera González
,
Judith Cherni
,
Antonio Urbina Yeregui
,
Lucía Serrano-Luján
Citar
Finding behavioral patterns of UAV operators using multichannel hidden Markov models
In recent years Unmanned Aerial Vehicles (UAVs) have become a very popular topic in many different research fields and industrial …
Víctor Rodríguez-Fernández
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Estimating the Spanish Energy Demand Using Variable Neighborhood Search
The increasing of the energy demand in every country has lead experts to find strategies for estimating the energy demand of a given …
Jesús Sánchez-Oro
,
Abraham Duarte
,
Sancho Salcedo-Sanz
Citar
DOI
Efficient greedy randomized adaptive search procedure for the generalized regenerator location problem
Over the years, there has been an evolution in the manner in which we perform traditional tasks. Nowadays, almost every simple action …
Juan David Quintana
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Compilable phenotypes: speeding-up the evaluation of glucose models in grammatical evolution
This paper presents a method for accelerating the evaluation of individuals in Grammatical Evolution. The method is applied for …
J. Manuel Colmenar
,
J. Ignacio Hidalgo
,
Juan Lanchares
,
Oscar Garnica
,
Jose-L. Risco
,
Iván Contreras
,
Almudena Sánchez
,
J. Manuel Velasco
Citar
DOI
Classification of Failures in Photovoltaic Systems using Data Mining Techniques
Data mining techniques have been used on data collected from a photovoltaic system to predict its generation and performance. …
Lucía Serrano-Luján
,
Jose Manuel Cadenas
,
Antonio Urbina
Citar
DOI
Case of study: Photovoltaic faults recognition method based on data mining techniques
Data Mining techniques have been applied to data collected from a 222 kWp CdTe (Cadmium Telluride) photovoltaic (PV) generator to …
Lucía Serrano-Luján
,
Jose Manuel Cadenas
,
Juan Gabriel Faxas-Guzman
,
Antonio Urbina
Citar
DOI
Búsqueda Dispersa para la minimización del número de cortes en grafos jerárquicos incrementales
Este trabajo se centra en el area del dibujo automatico de grafos, en la que los algoritmos situan los vertices y las aristas de un …
Anna Martínez-Gavara
,
Jesús Sánchez-Oro
,
Manuel Laguna
,
Abraham Duarte
,
Rafael Martí
Citar
Búsqueda de vecindad variable para el problema de la minimización del número de errores en ordenaciones líneales
El problema de la minimizaci´on del n´umero de errores en ordenaciones lineales se define como un problema sobre un grafo con signos, …
Eduardo Pardo
,
Borja Menéndez
,
Abraham Duarte
,
Marc Sevaux
Citar
Búsqueda de Vecindad Variable para el Directed Circular Facility Layout Problem
En este trabajo se propone la aplicaci´on de la metodolog´ıa B´usqueda de Vecindad Variable, en concreto la variante General Variable …
Daniel Duque
,
Eduardo García Pardo
,
Abraham Duarte
Citar
Baselines for lifetime of organic solar cells
The process of accurately gauging lifetime improvements in organic photovoltaics (OPVs) or other similar emerging technologies, such as …
Suren A. Gevorgyan
,
Nieves Espinosa
,
Laura Ciammaruchi
,
Bérenger Roth
,
Francesco Livi
,
Stylianos Tsopanidis
,
Simon Z"ufle
,
Sara Queirós
,
Alberto Gregori
,
Gisele Alves dos Reis Benatto
,
others
Citar
DOI
Analisis de integración de métodos de decisión multicriterio en el análisis de ciclo de vida enmarcado en las energias renovables
The life cycle assessment aims to compare and analyze the environmental impacts of products and services throughout their life cycle. …
Verónica Campos Guzmán
,
Guido Camilo Gerrero Liquet
,
Lucía Serrano-Luján
,
Nieves Espinosa
,
Juan Miguel Sánchez Lozano
,
María Socorro García Cascales
Citar
Advanced greedy randomized adaptive search procedure for the obnoxious p-median problem
The Obnoxious p-Median problem consists in selecting a subset of p facilities from a given set of possible locations, in such a way …
J. Manuel Colmenar
,
Peter Greistorfer
,
Rafael Martí
,
Abraham Duarte
Citar
DOI
A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems
In the so-called Big Data paradigm descriptive analytics are widely conceived as techniques and models aimed at discovering knowledge …
Esther Villar-Rodriguez
,
Antonio Gonzalez-Pardo
,
Javier Del Ser
,
Miren Nekane Bilbao
,
Sancho Salcedo-Sanz
Citar
DOI
A method for building predictive HSMMS in interactive environments
The study of user behavior based on his/her interactions with a system is widely extended over several fields of research. Often, it is …
Víctor Rodríguez-Fernández
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
General Variable Neighborhood Search applied to the picking process in a warehouse
The order batching problem is a part of the picking process of items in a warehouse. A set of items conform an order and a set of …
B. Menéndez
,
Eduardo García Pardo
,
Abraham Duarte
,
Antonio Alonso-Ayuso
,
Elisenda Molina
Citar
DOI
Un Algoritmo para Empaquetado, Secuenciación y Operaciones de Recogida en un Almacén
El empaquetado de pedidos es un problema de optimizaci ́onrelacionado con el proceso de recogida de pedidos en un almac ́en. Con-siste …
Borja Menéndez
,
Manuel Bustillo
,
Eduardo García Pardo
,
Abraham Duarte
Citar
Tin- and Lead-Based Perovskite Solar Cells under Scrutiny: An Environmental Perspective
The effect of substituting lead with tin in perovskite-based solar cells (PSCs) has shows that lead is preferred over tin by a lower …
Lucía Serrano-Luján
,
Nieves Espinosa
,
Thue Trofod Larsen-Olsen
,
Jose Abad
,
Antonio Urbina
,
Frederik Krebs
Citar
DOI
Study of backscattering in alpha-particle sources wit the new code AlfaMC
The activity of alpha-particle sources with negligible thickness can be absolutely determined using 2π counting geometry detectors, …
M. Jurado Vargas
,
Alfonso Fernandez Timon
Citar
DOI
Solving dynamic memory allocation problems in embedded systems with parallel variable neighborhood search strategies
Embedded systems have become an essential part of our lives, thanks to their evolution in the recent years, but the main drawback is …
Jesús Sánchez-Oro
,
Marc Sevaux
,
André Rossi
,
Rafel Martí
,
Abraham Duarte
Citar
DOI
Solution and vapour deposited lead perovskite solar cells: Ecotoxicity from a life cycle assessment perspective
We present a life cycle analysis (LCA) and an environmental impact analysis (EIA) of lead based perovskite solar cells prepared …
Nieves Espinosa
,
Lucía Serrano-Luján
,
Antonio Urbina
,
Frederik C. Krebs
Citar
DOI
Simple gamer interaction analysis through tower defence games
In the last years, the Video Game industry has growth considerably, capturing the attention of the research community. One of the …
Fernando Palero
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Scatter search for the profile minimization problem
We study the problem of minimizing the profile of a graph and develop a solution method by following the tenets of scatter search. Our …
Jesús Sánchez-Oro
,
Manuel Laguna
,
Abraham Duarte
,
Rafael Martí
Citar
DOI
Optimizing Performance of L1 Cache Memory for Embedded Systems driven by Differential Evolution
Embedded systems, mainly battery-powered, must guarantee low power consumption and good performance. The cache memory design is crucial …
Josefa Díaz Álvarez
,
J. Manuel Colmenar
,
José L. Risco-Martín
,
Juan Lanchares
,
Oscar Garnica
Citar
DOI
On the applicability of ant colony optimization to non-intrusive load monitoring in smart grids
Along with the proliferation of the Smart Grid, power load disaggregation is a research area that is lately gaining a lot of popularity …
Antonio Gonzalez-Pardo
,
Javier Del Ser
,
David Camacho
Citar
DOI
Multi-objective variable neighborhood search: an application to combinatorial optimization problems
Solutions to real-life optimization problems usually have to be evaluated considering multiple conflicting objectives. These kind of …
Abraham Duarte
,
Juan J Pantrigo
,
Eduardo García Pardo
,
Nenad Mladenović
Citar
DOI
Modeling the behavior of unskilled users in a multi-uav simulation environment
The use of Unmanned Aerial Vehicles (UAVs) has been growing over the last few years. The accelerated evolution of these systems is …
Víctor Rodríguez-Fernández
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Mejorando la eficiencia de sistemas embebidos utilizando estrategias paralelas de búsqueda de vecindad variable
Gracias a la evoluci´on tecnol´ogica experimentada en los ´ultimos a˜nos, los sistemas embebidos han entrado a formar parte del d´ıa a …
Jesús Sánchez-Oro
,
Abraham Duarte
,
Rafael Martí
Citar
Greedy randomized adaptive search procedure with exterior path relinking for differential dispersion minimization
We propose several new hybrid heuristics for the differential dispersion problem, the best of which consists of a GRASP with sampled …
Abraham Duarte
,
Jesús Sánchez-Oro
,
Mauricio G. C. Resende
,
Fred Glover
,
Rafael Martí
Citar
DOI
Environmental benefits of parking-integrated photovoltaics: a 222 kWp experience
The life cycle assessment of a grid-connected, parking integrated, 222 kWp cadmium telluride photovoltaic system has been performed. …
Lucía Serrano-Luján
,
Rafael García-Valverde
,
Nieves Espinosa
,
M. Socorro García-Cascales
,
Juan M. Sánchez-Lozano
,
Antonio Urbina
Citar
DOI
Embedding signed graphs in the line
Signed graphs are graphs with an assignment of a positive or a negative sign to each edge. These graphs are helpful to represent …
Eduardo García Pardo
,
Mauricio Soto
,
Christopher Thraves
Citar
DOI
Data-based identification of prediction models for glucose
Diabetes mellitus is a disease that affects to hundreds of million of people worldwide. Maintaining a good control of the disease is …
J. Manuel Velasco
,
Stephan Winkler
,
J. Ignacio Hidalgo
,
Oscar Garnica
,
Juan Lanchares
,
J. Manuel Colmenar
,
Esther Maqueda
,
Marta Botella
,
José Antonio Rubio
Citar
DOI
Comparative study of meta-heuristic 3D floorplanning algorithms
Constant necessity of improving performance has brought the invention of 3D chips. The improvement is achieved due to the reduction of …
Alfredo Cuesta-Infante
,
J. Manuel Colmenar
,
Zorana Bankovic
,
José L. Risco-Martín
,
Marina Zapater
,
J. Ignacio Hidalgo
,
José L. Ayala
,
José M. Moya
Citar
DOI
Búsqueda dispersa aplicada al problema del paso de banda
En este art´ıculo se estudia el problema del paso de banda, el cual surge en el campo de las telecomunicaciones. Dicho problema trata …
Jesús Sánchez-Oro
,
Abraham Duarte
,
Rafael Martí
,
Manuel Laguna
Citar
Búsqueda de vecindad variable general aplicada al proceso de recogida de productos en almacenes
El Problema del Empaquetado de Pedidos forma parte delproceso de recogida de productos en un almacén. Un conjunto de produc-tos …
Borja Menéndez
,
Eduardo García Pardo
,
Abraham Duarte
Citar
Búsqueda de Vecindad Variable Básica para la minimización del tiempo máximo en el Problema del Empaquetamiento de Pedidos
El Problema del Empaquetamiento dePedidos es parte del proceso de recogida de productosen un almac ́en. Un conjunto de productos …
Borja Menéndez
,
Eduardo García Pardo
,
Abraham Duarte
Citar
Beyond unfeasibility: strategic oscillation for the maximum leaf spanning tree problem
Given an undirected and connected graph, the maximum leaf spanning tree problem consists in finding a spanning tree with as many leaves …
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Application of the new Monte Carlo code AlfaMC to the calibration of alpha-particle sources
Measurements of -particle sources require corrections to the counting rate due to scattering and self–absorption in the source …
Miguel Jurado-Vargas
,
Alfonso Fernandez Timon
,
Carlos Garcia Orellana
Citar
DOI
An empirical study on collective intelligence algorithms for video games problem-solving
Computational intelligence (CI), such as evolutionary computation or swarm intelligence methods, is a set of bio-inspired algorithms …
Antonio Gonzalez-Pardo
,
Fernando Palero
,
David Camacho
Citar
An algorithm for batching, sequencing and picking operations in a warehouse
Order Batching is an optimization problem related to the picking process of orders in a warehouse. It consists in grouping the orders …
Manuel Bustillo
,
Borja Menéndez
,
Eduardo García Pardo
,
Abraham Duarte
Citar
DOI
A comparison between the codes SRIM and AlfaMC in the Monte Carlo simulation of alpha-particle backscattering
The well-known code Stopping and Range of Ions in Matter (SRIM) and the more recent code AlfaMC were used in this work to evaluate the …
M. Jurado Vargas
,
Alfonso Fernandez Timon
Citar
DOI
Técnicas de aprendizaje computacional aplicadas a la fotovoltaica
En este artículo mostramos los resultados de la aplicación de varios métodos de aprendizaje computacional sobre datos procedentes de …
Lucía Serrano-Luján
,
José Manuel Cadenas Figueredo
,
Antonio Urbina Yeregui
Citar
Solving resource-constraint project scheduling problems based on aco algorithms
Constraint Satisfaction Problems (CSP) belongs to this kind of traditional NPhard problems with a high impact in both, research and …
Antonio Gonzalez-Pardo
,
David Camacho
Citar
Solving ga-hard problems with EMMRS and GPGPUs
Different techniques have been proposed to tackle GA-Hard problems. Some techniques work with different encodings and representations, …
J. Ignacio Hidalgo
,
J. Manuel Colmenar
,
José L. Risco-Martín
,
Carlos Sánchez-Lacruz
,
Juan Lanchares
,
Oscar Garnica
,
Josefa Díaz
Citar
DOI
Real time evolvable hardware for optimal reconfiguration of cusp-like pulse shapers
The design of a cusp-like digital pulse shaper for particle energy measurements requires the definition of four parameters whose values …
Juan Lanchares
,
Oscar Garnica
,
José L. Risco-Martín
,
J. Ignacio Hidalgo
,
J. Manuel Colmenar
,
Alfredo Cuesta-Infante
Citar
DOI
Priority load control algorithm for optimal energy management in stand-alone photovoltaic systems
In stand-alone PV System facilities no grid connection exists, therefore the solar generator and battery bank have to be carefully …
J. Faxas-Guzmán
,
R. Garcia-Valverde
,
L. Serrano-Luján
,
A. Urbina
Citar
DOI
Optimization procedures for the bipartite unconstrained 0-1 quadratic programming problem
The bipartite unconstrained 0-1 quadratic programming problem (BQP) is a difficult combinatorial problem defined on a complete graph …
Abraham Duarte
,
Manuel Laguna
,
Rafael Martí
,
Jesús Sánchez-Oro
Citar
DOI
Nuevas características de la herramienta de evaluación online iTest
J. Manuel Colmenar
,
Nuria Joglar
,
Iván Martínez-Ortiz
,
Diego Martín
,
Miguel Ángel Abánades
,
Alberto Herrán González
,
Alfredo Cuesta
Citar
Modeling the Spanish Bachillerato academic underachievement using a random network
In this paper, we propose a random network to model the evolution of the academic performance focused on the educational level of …
Juan Carlos Cortés López
,
J. Manuel Colmenar
,
Ignacio Hidalgo
,
A. Sánchez Sanchez
,
F. Santonja
,
Rafael Jacinto Villanueva Micó
Citar
DOI
Modeling glycemia in humans by means of Grammatical Evolution
Diabetes mellitus is a disease that affects to hundreds of millions of people worldwide. Maintaining a good control of the disease is …
J. Ignacio Hidalgo
,
J. Manuel Colmenar
,
José L. Risco-Martín
,
Alfredo Cuesta-Infante
,
Esther Maqueda
,
Marta Botella
,
José Antonio Rubio
Citar
DOI
Micro and macro lemmings simulations based on ants colonies
Ant Colony Optimization (ACO) has been successfully applied to a wide number of complex and real domains. From classical optimization …
Antonio Gonzalez-Pardo
,
Fernando Palero
,
David Camacho
Citar
DOI
GRASP with path relinking for the orienteering problem
In this paper, we address an optimization problem resulting from the combination of the well-known travelling salesman and knapsack …
Vicente Campos
,
Rafael Martí
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
Grasp with exterior path relinking for differential dispersion minimization
We propose several new hybrid heuristics for the differential dispersion problem are proposed, the best of which consists of a GRASP …
Abraham Duarte
,
Jesús Sánchez-Oro
,
Mauricio G C Resende
,
Fred Glover
,
Rafael Martí
Citar
DOI
glUCModel: A monitoring and modeling system for chronic diseases applied to diabetes
Chronic patients must carry out a rigorous control of diverse factors in their lives. Diet, sport activity, medical analysis or blood …
J. Ignacio Hidalgo
,
Esther Maqueda
,
José L. Risco-Martín
,
Alfredo Cuesta-Infante
,
J. Manuel Colmenar
,
Javier Nobel
Citar
DOI
Evolutionary LTI models of Glucose-Carbohidrate-Insulin interaction
A key issue for a proper control and treatment of diabetes patients is to have an accurate model of the interaction between glucose, …
A. Cuesta-Infante
,
J. Manuel Colmenar
,
J. L. Risco-Martín
,
J. I. Hidalgo
,
O. Garnica
,
J. Lanchares
Citar
Evaluación de modelos de jugadores mediante técnicas de clustering.
Para conseguir captar el interes de los jugadores is importante que los video juegos adapten su dificultad en funcion de las …
Fernando Palero
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
Environmental influence in bio-inspired game level solver algorithms
Bio-inspired algorithms have been widely used to solve problems in areas like heuristic search, classical optimization, or optimum …
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Combining intensification and diversification strategies in VNS. An application to the Vertex Separation problem
The Vertex Separation problem (VSP) is an NP-hard problem with practical applications in VLSI design, graph drawing and computer …
Jesús Sánchez-Oro
,
Juan José Pantrigo
,
Abraham Duarte
Citar
DOI
Clarke and parkes error grid analysis of diabetic glucose models obtained with evolutionary computation
Diabetes mellitus is a disease that affects to hundreds of millions of people worldwide. Maintaining a good control of the disease is …
J. Ignacio Hidalgo
,
J. Manuel Colmenar
,
José L. Risco-Martín
,
Esther Maqueda
,
Marta Botella
,
José Antonio Rubio
,
Alfredo Cuesta-Infante
,
Oscar Garnica
,
Juan Lanchares
Citar
DOI
Behaviour-based identification of student communities in virtual worlds
VirtualWorlds (VW) have gained popularity in the last years in domains like training or education mainly due to their highly immersive …
Antonio Gonzalez-Pardo
,
Angeles Rosa
,
David Camacho
Citar
DOI
Application of alpha particle transport to the modelization of efficiency curves in proportional counters
The dependence of efficiency of a gas-flow proportional counter with respect to the source thickness and α-particle energy was …
Alfonso Fernandez Timon
,
M. Jurado Vargas
,
J. F. Ziegler
Citar
DOI
An agent-based simulation of christakis-fowler social model
We propose an agent-based simulation system that allows to design and test social models and also to persist the state of the social …
Antonio Gonzalez-Pardo
,
Raul Cajias
,
David Camacho
Citar
DOI
A new csp graph-based representation to resource-constrained project scheduling problem
Resource-Constrained Project Scheduling Problem (RCPSP) is a NP-hard combinatorial problem that consists in scheduling different …
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
A methodology to automatically optimize dynamic memory managers applying grammatical evolution
Modern consumer devices must execute multimedia applications that exhibit high resource utilization. In order to efficiently execute …
José L. Risco-Martín
,
J. Manuel Colmenar
,
J. Ignacio Hidalgo
,
Juan Lanchares
,
Josefa Díaz
Citar
DOI
Variable formulation search for the cutwidth minimization problem
Many optimization problems are formulated as min–max problems where the objective function consist of minimizing a maximum value. In …
Eduardo García Pardo
,
Nenad Mladenović
,
Juan J Pantrigo
,
Abraham Duarte
Citar
DOI
URJC&UNED at ImageCLEF 2013 Photo Annotation Task.
In this work we describe the URJC&UNED participation in the ImageCLEF 2013 Photo Annotation Task. We use visual information to find …
Jesús Sánchez-Oro
,
Soto Montalvo
,
Antonio S. Montemayor
,
Juan José Pantrigo
,
Abraham Duarte
,
Victor Fresno
,
Raquel Martínez-Unanue
Citar
Urban traffic surveillance in smart cities using radar images
The Smart City concept arises from the need to provide more intelligent and optimized applications for the development of future urban …
Jesús Sánchez-Oro
,
David Fernández-López
,
Raul Cabido
,
Antonio S. Montemayor
,
Juan José Pantrigo
Citar
DOI
Radar-based road-traffic monitoring in urban environments
This work presents a novel approach to object detection and tracking in urban environments using images obtained from a radar network, …
Jesús Sánchez-Oro
,
David Fernández-López
,
Raul Cabido
,
Antonio S. Montemayor
,
Juan José Pantrigo
Citar
DOI
Maximal component detection in graphs using swarm-based and genetic algorithms
Nowadays, there is an increasing interest in the application of Collective Intelligence and Evolutive optimization algorithms for …
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Java Evolutionary COmputation library (JECO)
JECO is a Evolutionary Computation Library deveoloped in Java. It includes a variety of evolutionary optimization techniques such as …
J. Risco-Martín
,
J. Manuel Colmenar
Citar
Influence of source composition and particle energy on the determination of gross alpha activity
The influence of different source compositions and α-particle energies on the detection efficiency of a gas-flow proportional counter …
Alfonso Fernandez Timon
,
M. Jurado Vargas
,
A.B. Ruano Sanchez
,
J. De la Torre Perez
,
A. Martin Sanchez
Citar
DOI
Hiperheurística basada en minería de datos para la resolución de problemas de caja negra
El estudio y resoluci ́on de problemas complejos medianteel uso de metaheur ́ısticas es un tema muy extendido en el ́areade …
Jesús Sánchez-Oro
Citar
Heuristics and metaheuristics for the maximum diversity problem
This paper presents extensive computational experiments to compare 10 heuristics and 20 metaheuristics for the maximum diversity …
Rafael Martí
,
Micael Gallego
,
Abraham Duarte
,
Eduardo García Pardo
Citar
DOI
Game-like language learning in 3-D virtual environments
This paper presents our recent experiences with the design of game-like applications in 3-D virtual environments as well as its impact …
Anke Berns
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Computing tools applied to the analysis of performance and sustainability of photovoltaic systems
This PhD dissertation focuses on the evaluation of the environmental impact of different photovoltaic technologies, with special focus …
Lucía Serrano-Luján
Citar
Computing graph separators with variable neighborhood search
David Fernández-López
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
Cálculo de separadores de grafos utilizando búsqueda de vecindad variable reducida
Dado un grafo conexo y no dirigido G = (V, E) y un lími-te entero positivo b, el problema del Vertex Separator (VS) consiste en …
D. Fernández-López
,
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
Búsqueda de Vecindad Variable secuencial y paralela: una aplicación al problema de la maximización del corte
En este trabajo se propone un análisis comparativo de la implementación paralela y secuencial de un algoritmo basado en el es-quema …
David Concha
,
D. Fernández-López
,
Jesús Sánchez-Oro
,
A. S. Montemayor
,
J. J. Pantrigo
,
Abraham Duarte
Citar
Branch and bound for the cutwidth minimization problem
The cutwidth minimization problem consists of finding a linear arrangement of the vertices of a graph where the maximum number of cuts …
Rafael Martí
,
Juan J Pantrigo
,
Abraham Duarte
,
Eduardo García Pardo
Citar
DOI
Boosting the 3D thermal-aware floorplanning problem through a master-worker parallel MOEA
The increasing transistor scale integration poses, among others, the thermal-aware floorplanning problem consisting of how to place the …
Ignacio Arnaldo
,
Alfredo Cuesta-Infante
,
J. Manuel Colmenar
,
José L. Risco-Martín
,
José L. Ayala
Citar
DOI
Balancing intensification and diversification strategies in VNS. An application to the Vertex Separation Problem
Jesús Sánchez-Oro
,
J. J. Pantrigo
,
Abraham Duarte
Citar
Análisis de ciclo de vida de un generador fotovoltaico de 1kWpy dependencia geográfica de su impacto medioambiental
En este artiicuLo mostramos Los resultados de la aplicacion de la metodologiia de Analisis de Ciclo de Vida en una instalacion …
Lucía Serrano-Luján
,
Nieves Espinosa
,
Antonio Urbina Yeregui
Citar
An evolutionary methodology for automatic design of finite state machines
We propose an evolutionary flow for finite state machine inference through the cooperation of grammatical evolution and a genetic …
J. Manuel Colmenar
,
Alfredo Cuesta-Infante
,
José L. Risco-Martín
,
J. Ignacio Hidalgo
Citar
DOI
A new CSP graph-based representation for ant colony optimization
Constraint Satisfaction Problems (CSP) have been widely studied in several research areas like Artificial Intelligence or Operational …
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Variable neighborhood search for the vertex separation problem
The Vertex Separation Problem belongs to a family of optimization problems in which the objective is to find the best separator of …
Abraham Duarte
,
Laureano F. Escudero
,
Rafael Martí
,
Nenad Mladenović
,
Juan José Pantrigo
,
Jesús Sánchez-Oro
Citar
DOI
Scatter search for the cutwidth minimization problem
The cutwidth minimization problem consists of finding a linear layout of a graph so that the maximum linear cut of edges is minimized. …
Juan J Pantrigo
,
Rafael Martí
,
Abraham Duarte
,
Eduardo García Pardo
Citar
DOI
Optsicom Analytics: una herramienta online para el análisis de resultados
En este trabajo se presenta OptsicomAnalytics, una herramienta web en desarrollo queayuda en las tareas de investigacion en …
Micael Gallego
,
Francisco Gortázar
,
Eduardo García Pardo
Citar
Maximal Component Detection in Graphs Using Swarm-Basedand Genetic Algorithms
Nowadays, there is an increasing interest in the application of Collective Intelligence and Evolutive optimization algorithms for …
Antonio Gonzalez-Pardo
,
David Camacho
Citar
Life-cycle assessment as a guided-research tool to reduce the environmental impact of polymer solar cells
N. Espinosa
,
R. Garcia-Valverde
,
L. Serrano
,
A. Urbina
,
F. C. Krebs
Citar
Life cycle assessment and geographical dependence study of the environmental impact of a 222kWp grid-connected CdTe photovoltaic system
L. Serrano
,
A. G. Ossers
,
N. Espinosa
,
A. Urbina
,
V. R. Garcia-Valverde
Citar
Incrustation of alpha-particle emitters in the source backing: influence on activity measurements
Alpha particles emitted from radioactive sources are often measured using a 2pi counting geometry in order to determine the activity …
Miguel Jurado-Vargas
,
Alfonso Fernandez Timon
Citar
Grasp with path relinking for the sumcut problem
This paper proposes a GRASP algorithm combined with Path Relinking to solve the SumCut minimization problem. In the SumCut problem one …
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
Global Search Metaheuristics for planning transportation of multiple petroleum products in a multi-pipeline system
The objective of this work is to develop several metaheuristic algorithms to improve the efficiency of the MILP algorithm used for …
Alberto Herrán González
,
Jesús Manuel de la Cruz
,
B. de Andrés
Citar
DOI
Combining Face-to-Face Learning with Online Learning in Virtual Worlds.
This paper focuses on the development of videogame-like applications in a 3D virtual environment as a complement to the face-to-face …
Anke Berns
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
Automatic cognate identification based on a fuzzy combination of string similarity measures
Cognates are words in different languages that have similar spelling and meaning. The identification of cognates is very useful for …
Soto Montalvo
,
Eduardo García Pardo
,
Raquel Martinez
,
Victor Fresno
Citar
DOI
Aplicación del análisis de ciclo de vida en el software SURE
SURE es una herramienta de evaluación de viabilidad de proyectos de desarrollo energético en poblaciones aisladas. Este software …
Lucía Serrano-Luján
,
Nieves Espinosa
,
Judith A. Cherni
,
Antonio Urbina Yeregui
Citar
An experimental comparison of Variable Neighborhood Search variants for the minimization of the vertex-cut in layout problems
Variable Neighborhood Search (VNS) is a metaheuristic for solving optimization problems based on a systematic change of neighborhoods. …
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
DOI
ALSYSTEM: Autonomous Learning System in Computer Science Degrees
In this article we present a system for the promotion of an autonomous learning by the students and also, an automated assessment of …
Francisco Gortázar
,
Raul Cabido
,
Abraham Duarte
,
Eduardo García Pardo
,
Jose Francisco Vélez
Citar
AEMO Paralelo para Resolver el Problema del Floorplanning Térmico en 3 Dimensiones
Los algoritmos de oorplanning termi-co tratan de ubicar de forma estrategica los distintosmodulos hardware que componen una …
Ignacio Arnaldo
,
José L. Risco-Martín
,
José L. Ayala
,
J. Manuel Colmenar
,
Alfredo Cuesta-Infante
,
J. Ignacio Hidalgo
Citar
A Variable Neighbourhood Search approach to the Cutwidth Minimization Problem
The Cutwidth Minimization Problem, also known as the Minimum Cut Linear Arrangement consists of finding an arrangement of the vertices …
Eduardo García Pardo
,
Nenad Mladenović
,
Juan J Pantrigo
,
Abraham Duarte
Citar
DOI
Alpha-particle energy distributions from thin sources measured with small solid angles
The energy distribution of the alpha particles emitted from a source is in general complex. Only under particular circumstances, as in …
M. Vargas
,
Alfonso Fernandez Timon
Citar
DOI
Communication by identity discrimination in bio-inspired multi-agent systems
Network communications have been widely studied in the last decades in different research fields: artificial intelligence, computer …
Antonio Gonzalez-Pardo
,
Pablo Varona
,
David Camacho
,
Francisco de Borja Rodriguez Ortiz
Citar
DOI
Simulation of high-performance memory allocators
For the last 30 years, a large variety of memory allocators have been proposed. Since performance, memory usage and energy consumption …
José L. Risco-Martín
,
J. Manuel Colmenar
,
David Atienza
,
J. Ignacio Hidalgo
Citar
DOI
Quantifying the impact of dynamic memory managers into memory-intensive applications
Modern portable devices execute multimedia applications that exhibit high resource utilization. To efficiently execute these …
Josefa Díaz
,
J. Manuel Colmenar
,
José L. Risco-Martín
,
José L. Ayala
,
Oscar Garnica
Citar
On a generalized name entity recognizer based on Hidden Markov Models
This paper presents a Named Entity Recognition (NER) system based on Hidden Markov Models. The system design is language independent, …
J. Manuel Colmenar
,
M. A. Abánades
,
F. Poza
,
D. Martín
,
A. Cuesta
,
Alberto Herrán González
,
J. I. Hidalgo
Citar
DOI
Multi-objective optimization of dynamic memory managers using grammatical evolution
The dynamic memory manager (DMM) is a key element whose customization for a target application reports great benefits in terms of …
J. Manuel Colmenar
,
José L. Risco-Martín
,
David Atienza
,
J. Ignacio Hidalgo
Citar
DOI
Implementing the use of virtual worlds in the teaching of foreign languages (level A1)
Since Virtual Worlds (VWs) have been recognized as a powerful tool in education, they have been attracting the interest of many …
Anke Berns
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
GRASP for the SumCut Problem
This paper proposes a GRASP algorithm to solve the SumCut minimization problem. In the SumCut problem one is given a graph with n nodes …
Jesús Sánchez-Oro
,
Abraham Duarte
Citar
Estudio de la influencia de topologías de comunicación en sistemas multiagente bioinspirados
El estudio de las redes de comunicaciones ha sufrido un importante crecimiento en las ´ultimas décadas en diferentes ´áreas de …
Antonio Gonzalez-Pardo
,
others
Citar
El problema de minimización de la anchura de corte en ordenaciones lineales: resolución exacta y heurística
La optimización es una disciplina que trata de encontrar solución a problemas de la vida cotidiana. Una gran cantidad de problemas que …
Eduardo García Pardo
Citar
Designing videogames for foreign language learning
In recent years videogames have been recognized as a powerful tool in education, attracting the interest of researchers from a wide …
Anke Berns
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
Analysis of grammatical evolutionary approaches to regular expression induction
Regular expressions, or regexes, have been used traditionally as a pattern matching tool to search for structures in a set of objects, …
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
An overview of computer architecture and system simulation
This work presents an overview of the modeling and simulation challenges that currently exist in the area of computer architecture …
J. Manuel Colmenar
,
José L. Risco-Martín
,
Juan Lanchares
,
U. Complutense de Madrid
Citar
An integrated multi-period planning of the production and transportation of multiple petroleum products in a single pipeline system
A multiproduct pipeline provides an economic way to transport large volumes of refined petroleum products over long distances. In such …
Alberto Herrán González
,
F. Defersha
,
Mingyuan Chen
,
J. M. de la Cruz
Citar
DOI
A swarm simulation platform for agent-based social simulations
The social sciences have long employed simulations and statistical models in their research methodology as testing and validation …
Raul Cajias
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
DOI
A Multi-agent Traffic Simulation Framework for Evaluating the Impact of Traffic Lights.
The growing of the number of vehicles cause serious strains on road infrastructures. Traffic jams inevitably occur, wasting time and …
Raul Cajias
,
Antonio Gonzalez-Pardo
,
David Camacho
Citar
Using virtual worlds for behaviour clustering-based analysis
Virtual Worlds have become a very popular domain and its high inmersive characteristics can be used to extract infor-mation about the …
Antonio Gonzalez-Pardo
,
Francisco de Borja Rodriguez Ortiz
,
Estrella Pulido
,
David Camacho Fernández
Citar
DOI
Simulating a LAGS processor to consider variable latency on L1 D-Cache
Variability is one of the important issues in deep-submicron tecnologies, and the assumption of non-variable, constant la- tencies in …
J. Manuel Colmenar
,
Oscar Garnica
,
Juan Lanchares
,
J. Ignacio Hidalgo
Citar
Proyecto Neruda: extracción de entidades usando modelos ocultos de Markov
La cantidad de informacion en formato de texto digital ha aumentao a un ritmo inesperado en la ultima decada. Por ello las tecnicas de …
Alfredo Cuesta-Infante
,
Diego Martín Martín
,
J. Manuel Colmenar
,
José Ignacio Hidalgo Pérez
,
Miguel A. Abánades Astudillo
,
Fernando Poza Saura
,
Alberto Herrán González
Citar
Proyecto Neruda: extracción de entidades usando modelos ocultos de Markov
La cantidad de informacion en formato de texto digital ha aumentao a un ritmo inesperado en la ultima decada. Por ello las tecnicas de …
A. Cuesta
,
F. Poza
,
M. A. Abánades
,
J. Manuel Colmenar
,
Alberto Herrán González
,
D. Martín
,
J. I. Hidalgo
Citar
Planificación multi-periodo de la producción y el transporte de múltiples derivados del petróleo: integración de la producción y el transporte en la planificación
En este trabajo se presenta un modelo de programación Lineal Entera Mixta (MILP) para la planificación de la producción y el transporte …
Alberto Herrán González
,
Jesús Manuel de la Cruz
,
Bonifacio de Andrés
Citar
Optimal message interchange in a self-organizing multi-agent system
Over the last decade there has been a growing interest on Intelligent Agents and Multi-Agent Systems (MAS) in several fields such as …
Antonio Gonzalez-Pardo
,
Pablo Varona
,
David Camacho
,
Francisco de Borja Rodriguez Ortiz
Citar
DOI
Linguistic description of traffic in a roundabout
The linguistic description of a physical phenomenon is a summary of the available information where certain relevant aspects are …
Gracián Triviño
,
Alejandro Sanchez
,
Antonio S Montemayor
,
Juan José Pantrigo
,
Raul Cabido
,
Eduardo García Pardo
Citar
DOI
JavaOpenCL Binding Java para OpenCL
En los últimos años, el diseño de las arquitecturas de consumo se ha centrado en el paralelismo como objetivo principal para el …
Jesús Sánchez-Oro
,
others
Citar
iTest: online assessment and self-assessment in mathematics
This paper aims to describe the activities designed and conducted with primary school, secondary school and university students to …
Nuria Joglar
,
Diego Martín
,
J. Manuel Colmenar
,
Iván Martínez
,
J. Ignacio Hidalgo
Citar
DOI
Influence of music representation on compression-based clustering
Multimedia Information Retrieval is currently a hot research topic due the popularity of the World Wide Web and the huge amount of …
Antonio Gonzalez-Pardo
,
Ana Granados
,
David Camacho
,
Francisco de Borja Rodríguez
Citar
DOI
Improving reliability of embedded systems through dynamic memory manager optimization using grammatical evolution
Technology scaling has offered advantages to embedded systems, such as increased performance, more available memory and reduced energy …
J. Manuel Colmenar
,
José L. Risco-Martín
,
David Atienza
,
Oscar Garnica
,
J. Ignacio Hidalgo
,
Juan Lanchares
Citar
DOI
Distributed parameter tuning for genetic algorithms
Genetic Algorithms (GA) is a family of search algorithms based on the mechanics of natural selection and biological evolution. They are …
David F. Barrero
,
Antonio Gonzalez-Pardo
,
David Camacho
,
María D. R-Moreno
Citar
DOI
Algorimos bioinspirados: breve revisión de las principales alternativas
J. Manuel Colmenar
,
José Luis Risco Martín
,
José Ignacio Hidalgo Pérez
Citar
A parallel evolutionary algorithm to optimize dynamic memory managers in embedded systems
For the last 30 years, several dynamic memory managers (DMMs) have been proposed. Such DMMs include first fit, best fit, segregated fit …
José L. Risco-Martín
,
David Atienza
,
J. Manuel Colmenar
,
Oscar Garnica
Citar
DOI
A method to reproduce alpha-particle spectra measured with semiconductor detectors
A method is proposed to reproduce alpha-particle spectra measured with silicon detectors, combining analytical and computer simulation …
Alfonso Fernandez Timon
,
M. Jurado Vargas
,
A. Martin Sanchez
Citar
DOI
A mathematical model for planning transportation of multiple petroleum products in a multi-pipeline system
A multiproduct pipeline provides an economic way to transport large volumes of refined petroleum products over long distances. In such …
Alberto Herrán González
,
Jesús Manuel de la Cruz
,
B. de Andrés
Citar
DOI
A case study on grammatical-based representation for regular expression evolution
Regular expressions, or simply regex, have been widely used as a powerful pattern matching and text extractor tool through decades. …
Antonio Gonzalez-Pardo
,
David F. Barrero
,
David Camacho
,
others
Citar
DOI
Online evaluation in Mathematics courses with iTest: assessment of students learning from pre-school through college
iTest es una herramienta de evaluación online diseñada y desarrollada por el grupo de investigación HEOL (Herramientas de Evaluación On …
Nuria Joglar
,
Diego Martín
,
J. Manuel Colmenar
Citar
DOI
Modeling and simulation of a gas distribution pipeline network
This research study focuses on the modeling and simulation of a gas distribution pipeline network with a special emphasis on gas ducts. …
Alberto Herrán González
,
J. M. de Cruz
,
B. de Andrés
,
J. L. Risco
Citar
DOI
iTest: herramienta de evaluación (y autoevaluación) on-line con soporte para archivos multimedia, fórmulas y gráficas de funciones matemáticas
Nuria Joglar Prieto
,
Diego Martín Martín
,
J. Manuel Colmenar
,
Rubén Sánchez
,
José Luis Risco Martín
,
José Ignacio Hidalgo Pérez
,
Alberto Díaz Esteban
,
Iván Martínez
Citar
Itest: An online tool for assessment and self-assessment in mathematics
This paper describes the experiences designed and conducted with college Mathematics students to study the integration of alternative …
Nuria Joglar
,
Diego Martín
,
J. Manuel Colmenar
,
Iván Martínez
Citar
DOI
iNews College: una plataforma para la docencia basada en la actualidad relevante
Soto Montalvo
,
Jesús Palomo Martínez
,
Eduardo García Pardo
,
Pilar Laguna Sánchez
Citar
Estudio de un sistema móvil de televisión con soporte de pago por visión a través de redes de próxima generación
Las redes de pr ́oxima generaci ́on, o NGN, es la tecnolog ́ıa que relevar ́a alactual sistema de tercera generaci ́on, 3G. Estas redes …
Antonio Gonzalez-Pardo
Citar
Characterizing asynchronous variable latencies through probability distribution functions
Asynchronous systems are attracting the interest of the designer community because of several useful features for sub-micron …
J. Manuel Colmenar
,
Oscar Garnica
,
Juan Lanchares
,
José Ignacio Hidalgo
Citar
DOI
T1 Advanced Architectures
J. Manuel Colmenar
,
Noelia Morón
,
Oscar Garnica
,
Juan Lanchares
,
José Ignacio Hidalgo
,
Jie Tao
,
Marcel Kunze
,
Wolfgang Karl
,
Crispin Gomez Requena
,
Maria Engracia Gomez Requena
,
others
Citar
Modelling asynchronous systems using probability distribution functions
Asynchronous systems are attracting the interest of a growing number of designers. However, the lack of simulation tools devoted to …
J. Manuel Colmenar
,
C. E. S. Felipe
,
N. Moron
,
O. Garnica
,
J. Lanchares
,
J. I. Hidalgo
Citar
DOI
Modelado, planificación y control de sistemas de distribución de gas y derivados del petróleo
Tanto el petróleo como el gas natural son las fuentes de energía más importantes de la sociedad actual. La toma de decisiones en cada …
Alberto Herrán González
Citar
Minimización de costes en el transporte de gas: una aplicación del control óptimo de sistemas
Es sabido que uno de los puntos de mayor interés en una instalación de transporte y distribución de gas es la búsqueda de la presión …
Alberto Herrán González
,
J. M. de la Cruz
,
B. de Andrés
Citar
Estudio e implementación de un simulador para evaluar el rendimiento de microarquitecturas asíncronas
Esta tesis se dedica al estudio e implementación de una herramienta capaz de evaluar el rendimiento de un procesador superescalar …
J. Manuel Colmenar
Citar
Design and construction of a new chamber for measuring the thickness of alpha-particle sources
The thickness of charged-particle emitting sources can be determined by varying the incidence angle of particles using silicon …
A. Martin Sanchez
,
M. Jurado Vargas
,
M.J. Nuevo Sanchez
,
Alfonso Fernandez Timon
Citar
DOI
A Mathematical Model for an Integrated Multi-period Planning of the Production and Transportation of Multiple Petroleum Products in a Pipeline System
A multiproduct pipeline provides an economic way to transport large volumes of refined petroleum products over long distances. In such …
F. Defersha
,
Alberto Herrán González
,
M. Chen
,
J. M. de la Cruz
Citar
Sistemas asíncronos: conceptos básicos y caracterización de rendimiento
En este capítulo se presenta una introducción al diseño de sistemas asíncronos donde se muestran las diferencias existentes frente al …
J. Manuel Colmenar
,
José Ignacio Hidalgo Pérez
,
Juan Lanchares Dávila
,
Antonio Óscar Garnica Alcazar
Citar
Reducing power of functional units in high-performance processors by checking instruction codes and resizing adders
A hardware technique to reduce static and dynamic power consumption in functional units of 64-bit high-performance processors is …
Guadalupe Miñana
,
José Ignacio Hidalgo
,
Juan Lanchares
,
J. Manuel Colmenar
,
Oscar Garnica
,
Sonia López
Citar
DOI
Online Evaluation at Higher and Secondary Education
This chapter describes the experience of developing and testing a tool for online evaluation in academia. The tool was firstly built as …
N. Joglar
,
J. L. Risco
,
A. Díaz
,
J. Manuel Colmenar
Citar
DOI
Evaluación online en educación secundaria y universitaria: una experiencia de enseñanza-aprendizaje
En este capítulo se describe la experiencia del desarrollo de una herramienta de evaluación online orientada a enseñanza secundaria y …
Nuria Joglar Prieto
,
Rubén Sánchez
,
Alberto Díaz Esteban
,
Diego Martín Martín
,
J. Manuel Colmenar
,
Iván Martínez
,
Alfredo Cuesta-Infante
,
José Luis Risco Martín
,
José Ignacio Hidalgo Pérez
Citar
Estrategias de control en redes de distribución mediante conductos: una aplicación de los algoritmos de optimización al control de sistemas de distribución de gas y derivados del petróleo
Las redes de conductores son un medio eficiente para el transporte de diferentes productos a lo largo de grandes distancias. Lo más …
Alberto Herrán González
,
J. M. de Cruz
,
B. de Andrés
Citar
Dependence of $α$-particle backscattering on energy and source backing
The standardization of α-particle emitting sources with 2π detectors requires corrections for backscattering from the backing material. …
Alfonso Fernandez Timon
,
M. Jurado Vargas
Citar
DOI
Topic 7-Parallel Computer Architecture and Instruction Level Parallelism-Sim-async: An Architectural Simulator for Asynchronous Processor Modeling Using Distribution Functions
In this paper we present sim-async, an architectural simulator able to model a 64-bit asynchronous superscalar microarchitecture. The …
J. Manuel Colmenar
,
O. Garnica
,
J. Lanchares
,
J. I. Hidalgo
,
G. Minana
,
S. Lopez
Citar
DOI
Testing in math course a new tool for online exams automatically graded: a teaching and learning experience
In this paper we analyze the usage of ExaNet: an online exam and evaluation management tool. To do so, we proceeded to use this tool to …
Nuria Joglar Prieto
,
José Luis Risco Martín
,
Rubén Sánchez
,
J. Manuel Colmenar
,
Alberto Díaz
Citar
Sim-async: An architectural simulator for asynchronous processor modeling using distribution functions
In this paper we present sim-async, an architectural simulator able to model a 64-bit asynchronous superscalar microarchitecture. The …
J. Manuel Colmenar
,
Oscar Garnica
,
Juan Lanchares
,
José Ignacio Hidalgo
,
Guadalupe Miñana
,
Sonia López
Citar
DOI
iTest: A web application for learner-directed assessment in all levels, supporting mathematical formula and multimedia files
This paper presents iTest, a web application for online evaluation and self-evaluation in academia, supporting mathematical formula and …
Nuria Joglar
,
J. Manuel Colmenar
,
Diego Martín
,
Rubén Sánchez
,
José Luis Risco
,
José Ignacio Hidalgo
,
Alberto Díaz
Citar
Experiencia en el desarrollo y utilización de una herramienta de corrección automática de exámenes
En este trabajo se presentan dos partes bien diferenciadas. Por un lado, la experiencia vivida en el proceso de desarrollo y mejora de …
Nuria Joglar
,
José Luis Risco
,
Rubén Sánchez
,
J. Manuel Colmenar
,
Alberto Díaz
Citar
Comparing the performance of a 64-bit fully-asynchronous superscalar processor versus its synchronous counterpart
Nowadays, synchronous processor designers have to deal with severe problems related to the distribution of a complex clock network like …
S. Lopez
,
G. Minana
,
J. I. Hidalgo
,
J. Lanchares
,
O. Garnica
,
C. E. S. Felipe
,
J. Manuel Colmenar
Citar
DOI
A technique to reduce static and dynamic power of functional units in high-performance processors
This paper presents a hardware technique to reduce both the static and dynamic power consumption in Functional Units of a 64-bit …
Guadalupe Miñana
,
José Ignacio Hidalgo
,
Oscar Garnica
,
Juan Lanchares
,
J. Manuel Colmenar
,
Sonia López
Citar
DOI
A power-aware technique for functional units in high-performance processors
This paper presents a hardware technique to reduce the static and dynamic power consumption in functional units of a 64-bit superscalar …
Guadalupe Miñana
,
Oscar Garnica
,
José Ignacio Hidalgo
,
Juan Lanchares
,
J. Manuel Colmenar
Citar
DOI
Power reduction of superscalar processor functional units by resizing adder-width
This paper presents a hardware technique to reduce of static and dynamic power consumption in FUs. This approach entails substituting …
Guadalupe Miñana
,
Oscar Garnica
,
José Ignacio Hidalgo
,
Juan Lanchares
,
J. Manuel Colmenar
Citar
DOI
Métricas, metodologías y herramientas de simulación para evaluar mejoras en arquitecturas de bajo consumo
Existen numerosas herramientas de diseño automático para minimizar el consumo de potencia. Algunas están diseñadas específicamente para …
Guadalupe Miñana
,
Oscar Garnica
,
José Ignacio Hidalgo
,
Juan Lanchares
,
J. Manuel Colmenar
Citar
Hybrid heuristic and mathematical programming in oil pipelines networks: Use of immigrants
We solve the problem of petroleum products distribution through oil pipelines networks. This problem is modelled and solved using two …
J. M. de la Cruz
,
Alberto Herrán González
,
J. L. Risco
,
B. Andrés
Citar
DOI
Experiencia educativa entre varias asignaturas
Se presenta la experiencia educativa desarrollada entre varias asignaturas para la construcción de una herramienta de …
Alberto Díaz
,
J. Manuel Colmenar
,
José Luis Risco
,
Nuria Joglar
,
Rubén Sánchez
,
Diego J. Bodas
,
Francisco José Soltero
,
others
Citar
Estrategias de funcionamiento de una red de distribución de gas
Hay problemas técnicos de optimización cuya solución requiere un gasto computacional y de tiempo muy elevado; en general se les llama, …
J. L. Risco
,
Alberto Herrán González
,
J. M. de la Cruz
,
B. de Andrés
Citar
Entorno Gráfico de Modelado para Problemas de Optimización de Sistemas a Gran Escala
En este trabajo se definen los formalismos necesarios para construir un entorno gráfico de modelado de problemas de optimización de …
J. L. Risco
,
J. M. de la Cruz
,
B. de Andrés
,
Alberto Herrán González
Citar
Dependence of self-absorption on thickness for thin and thick alpha-particle sources of UO2
Activity measurements of alpha-particle sources with significant thicknesses require corrections for the self-absorption of alpha …
M. Jurado Vargas
,
Alfonso Fernandez Timon
Citar
DOI
Aplicacion de la tecnica de simulacion por Monte Carlo a la deteccion de particulas alfa
El objetivo principal de esta tesis es presentar la simulación por Monte Carlo como una herramienta útil para poder interpretar …
Alfonso Fernandez Timon
Citar
Adaptación de un simulador de potencia para unidades funcionales en procesadores de alto rendimiento
María Guadalupe Miñana Ropero
,
Antonio Óscar Garnica Alcazar
,
José Ignacio Hidalgo
,
Juan Lanchares Dávila
,
J. Manuel Colmenar
Citar
Session 11-Low-Power Processing (Poster)-Enhancing GALS Processor Performance Using Data Classification Based on Data Latency
This paper proposes a new approach for improving the performance of Globally Asynchronous Locally Synchronous (GALS) circuits. This …
S. Lopez
,
O. Garnica
,
J. Manuel Colmenar
Citar
DOI
Scattering and self-absorption corrections in the measurement of $α$-particle emitters in 2$π$ geometry
Accurate measurements of α-particle emitting sources with 2π detectors require corrections due to scattering and self-absorption of …
M. Jurado Vargas
,
Alfonso Fernandez Timon
Citar
DOI
Hybrid heuristic and mathematical programming in oil pipelines networks
We solve the problem of the distribution of petroleum products through oil pipelines networks. This problem is modeled and solved using …
J. M. de la Cruz
,
J. L. Risco
,
Alberto Herrán González
,
P. Fernández
Citar
DOI
Enhancing GALS processor performance using data classification based on data latency
This paper proposes a new approach for improving the performance of Globally Asynchronous Locally Synchronous (GALS) circuits. This …
Sonia López
,
Oscar Garnica
,
J. Manuel Colmenar
Citar
DOI
Empirical characterization of the latency of long asynchronous pipelines with data-dependent module delays
The paper has two aims: on one hand, to characterize the nature of the relationship between the latency of an asynchronous pipeline and …
J. Manuel Colmenar
,
Oscar Garnica
,
Sonia López
,
José Ignacio Hidalgo
,
Juan Lanchares
,
Román Hermida
Citar
DOI
Application of ion transport simulation to the backscattering in $α$-particle sources
The standardization of α-particle emitting sources with 2π detectors requires corrections for backscattering from the backing material. …
M. Jurado Vargas
,
Alfonso Fernandez Timon
,
E. Garcia-Toraño
,
A. Martin Sanchez
Citar
DOI
Radioanalytical method for the determination of Sr in soil samples by yttrium solvent extraction and cerenkov counting
Peter Warwick
,
D. Perez Sanchez
,
A. Martin Sanchez
,
M.R. Garcia Sanz
,
Alfonso Fernandez Timon
Citar
DOI
Multiobjective optimization of the transport in oil pipelines networks
Heuristic methods are specially well suited to solve combinatorial problems. One of this problem is the distribution of petroleum …
Jesús Manuel de la Cruz
,
B. de Andres-Toro
,
Alberto Herrán González
,
E. Besada Porta
,
P. Fernandez Blanco
Citar
The effect of energy losses in [alpha]-particle sources on the shape of peaks in spectra obtained with wide-angle geometry
It has been shown that two main effects contribute to the tailing in the shapes of α-peaks measured with silicon detectors: the …
A. Fernandez Timon, Alfonso Rubio M. P. Martin Sanchez
Citar
DOI
Monte Carlo simulation of the self-absorption corrections for natural samples in gamma-ray spectrometry
Gamma-ray self-attenuation corrections in the energy range 60–2000 keV were evaluated by means of Monte Carlo calculations for …
M. Jurado Vargas
,
Alfonso Fernandez Timon
,
N. Cornejo Diaz
,
D. Perez Sanchez
Citar
DOI
Monte Carlo simulation of the self-absorption corrections for natural samples in gamma-ray spectrometry
Gamma-ray self-attenuation corrections in the energy range 60–2000 keV were evaluated by means of Monte Carlo calculations for …
M. Jurado Vargas
,
Alfonso Fernandez Timon
,
N. Cornejo Diaz
,
D. Perez Sanchez
Citar
DOI
Influence of the geometrical characteristics of an HpGe detector on its efficiency
Computer codes based on Monte Carlo calculations have been extensively developed for the computation of the efficiency in gamma-ray …
M. Jurado Vargas
,
Alfonso Fernandez Timon
,
N. Cornejo Diaz
,
D. Perez Sanchez
Citar
DOI
Monte Carlo simulation as an aid to alpha-particle spectrometry
Abstract The computer simulation code SRIM (stopping and range of ions in matter) developed by Ziegler and coworkers, has been applied …
A. Martin Sanchez
,
Alfonso Fernandez Timon
,
C. J. Bland
Citar
DOI
Computer simulation of backscattered alpha particles
Alpha-particle spectrometry forms an important aspect of radionuclide metrology. Accurate measurements require corrections to be made …
A. Martin Sanchez
,
C. J. Bland
,
Alfonso Fernandez Timon
Citar
DOI
Optsicom Project
This project deals with the development of optimization tools based on metaheuristic procedures. Its objective is the resolution of …
J. Manuel Colmenar
,
P. Greistorfer
,
R. Martí
,
Abraham Duarte
Citar
An approach to customize a diabetes model to a patient
J. Manuel Colmenar
,
Juan Carlos Cortés
,
José Ignacio Hidalgo
,
Esther Maqueda
,
Rafael J. Villanueva
Citar
Algoritmos genéticos en la paralelización automática de código fuente Java
La paralelizacion automatica de codigo es una tarea difıcil que requiere conocimientos avanzados de programacion ası como del programa …
Alfredo Cuesta-Infante
,
J. Manuel Colmenar
,
José L. Risco-Martín
,
J. Ignacio Hidalgo
,
Juan Lanchares
Citar
Algoritmos Bioinspirados
J. Manuel Colmenar
,
José Luis Risco Martín
,
José Ignacio Hidalgo
Citar
Citar
×