My research interests are focused on metaheuristics applied to optimization problems. I have worked on different combinatorial optimization problems applying trajectorial algorithms such us GRASP or VNS. Besides, I am very interested in applications of Grammatical Evolution, specifically in model and prediction domain, as alternative to machine learning approaches.
Interests
- Evolutionary Computation
- Grammatical Evolution
- Combinatorial Optimization
- Metaheuristics
Education
Phd in Computer Science, 2008
Universidad Complutense de Madrid
Computer Science Engineering, 1996-2001
Universidad Complutense de Madrid
Latest
- A Basic Variable Neighborhood Search Approach for the Bi-objective Multi-row Equal Facility Layout Problem
- A practical methodology for reproducible experimentation: an application to the Double-row Facility Layout Problem
- A MILP-based heuristic algorithm for transmission expansion planning problems
- Accurate thermal prediction model for building-integrated photovoltaics systems using guided artificial intelligence algorithms
- A general variable neighborhood search approach for the minimum load coloring problem
- Obtaining Difference Equations for~Glucose Prediction by~Structured Grammatical Evolution and~Sparse Identification
- WebGE: An Open-Source Tool for Symbolic Regression Using Grammatical Evolution
- A multi-objective parallel variable neighborhood search for the bi-objective obnoxious p-median problem
- An Efficient Algorithm for Crowd Logistics Optimization
- An efficient Variable Neighborhood Search for the Space-Free Multi-Row Facility Layout problem
- An improved GRASP method for the multiple row equal facility layout problem
- Blood glucose prediction using multi-objective grammatical evolution: analysis of the “agnostic” and “what-if” scenarios
- Designing modern heuristic algorithms to solve the Transmission Expansion Planning problem
- Modelling energy consumption in Spain with metaheuristic methods
- A general variable neighborhood search for solving the multi-objective open vehicle routing problem
- A parallel variable neighborhood search approach for the obnoxious p-median problem
- An efficient metaheuristic for the K-page crossing number minimization problem
- Analysis of the performance of Genetic Programming on the Blood Glucose Level Prediction Challenge.
- Artificial Intelligence Applied to the Thermal Characterization of Building Integrated Photovoltaic Technologies
- Evolving energy demand estimation models over macroeconomic indicators
- Glucose forecasting with random grammatical evolution
- Iterated greedy with variable neighborhood search for a multiobjective waste collection problem
- Multilayer analysis of population diversity in grammatical evolution for symbolic regression
- Particle swarm grammatical evolution for energy demand estimation
- Short and Medium Term Blood Glucose Prediction Using Multi-objective Grammatical Evolution
- A Variable Neighborhood Search approach for the Hamiltonian p-median problem
- A Variable Neighborhood Search approach for the Hamiltonian p-median problem
- Determination of microscopic residual stresses using diffraction methods, EBSD maps, and evolutionary algorithms
- Structured grammatical evolution for glucose prediction in diabetic patients
- Automatic generation of models for energy demand estimation using Grammatical Evolution
- Evolutionary design of the memory subsystem
- Heuristics for the bi-objective diversity problem
- How to Locate Disperse Obnoxious Facility Centers?
- Identification of models for glucose blood values in diabetics by grammatical evolution
- Multi-objective memetic optimization for the bi-objective obnoxious p-median problem
- Scatter search for the bi-criteria p-median p-dispersion problem
- Un estudio sobre la influencia de la funcion objetivo en evolucion gramatical para regresion simbolica
- Data based prediction of blood glucose concentrations using evolutionary methods
- Embedded Grammars for Grammatical Evolution on GPGPU
- Enhancing grammatical evolution through data augmentation: application to blood glucose forecasting
- Glucose Prognosis by Grammatical Evolution
- Repositorios públicos de GitHub en docencia de programación
- Advanced greedy randomized adaptive search procedure for the obnoxious p-median problem
- Compilable phenotypes: speeding-up the evaluation of glucose models in grammatical evolution
- Modeling and predicting the Spanish Bachillerato academic results over the next few years using a random network model
- Multi-objective optimization of energy consumption and execution time in a single level cache memory for embedded systems
- Optimizing L1 cache for embedded systems through grammatical evolution
- Predicting glycemia in diabetic patients by evolutionary computation and continuous glucose monitoring
- Using evolutionary algorithms to determine the residual stress profile across welds of age-hardenable aluminum alloys
- Comparative study of meta-heuristic 3D floorplanning algorithms
- Data-based identification of prediction models for glucose
- Optimizing Performance of L1 Cache Memory for Embedded Systems driven by Differential Evolution
- A methodology to automatically optimize dynamic memory managers applying grammatical evolution
- Clarke and parkes error grid analysis of diabetic glucose models obtained with evolutionary computation
- Evolutionary LTI models of Glucose-Carbohidrate-Insulin interaction
- glUCModel: A monitoring and modeling system for chronic diseases applied to diabetes
- Modeling glycemia in humans by means of Grammatical Evolution
- Modeling the Spanish Bachillerato academic underachievement using a random network
- Nuevas características de la herramienta de evaluación online iTest
- Real time evolvable hardware for optimal reconfiguration of cusp-like pulse shapers
- Solving ga-hard problems with EMMRS and GPGPUs
- An evolutionary methodology for automatic design of finite state machines
- Boosting the 3D thermal-aware floorplanning problem through a master-worker parallel MOEA
- Java Evolutionary COmputation library (JECO)
- AEMO Paralelo para Resolver el Problema del Floorplanning Térmico en 3 Dimensiones
- An overview of computer architecture and system simulation
- Multi-objective optimization of dynamic memory managers using grammatical evolution
- On a generalized name entity recognizer based on Hidden Markov Models
- Quantifying the impact of dynamic memory managers into memory-intensive applications
- Simulation of high-performance memory allocators
- A parallel evolutionary algorithm to optimize dynamic memory managers in embedded systems
- Algorimos bioinspirados: breve revisión de las principales alternativas
- Improving reliability of embedded systems through dynamic memory manager optimization using grammatical evolution
- iTest: online assessment and self-assessment in mathematics
- Proyecto Neruda: extracción de entidades usando modelos ocultos de Markov
- Proyecto Neruda: extracción de entidades usando modelos ocultos de Markov
- Simulating a LAGS processor to consider variable latency on L1 D-Cache
- Characterizing asynchronous variable latencies through probability distribution functions
- Itest: An online tool for assessment and self-assessment in mathematics
- iTest: herramienta de evaluación (y autoevaluación) on-line con soporte para archivos multimedia, fórmulas y gráficas de funciones matemáticas
- Online evaluation in Mathematics courses with iTest: assessment of students learning from pre-school through college
- Estudio e implementación de un simulador para evaluar el rendimiento de microarquitecturas asíncronas
- Modelling asynchronous systems using probability distribution functions
- T1 Advanced Architectures
- Evaluación online en educación secundaria y universitaria: una experiencia de enseñanza-aprendizaje
- Online Evaluation at Higher and Secondary Education
- Reducing power of functional units in high-performance processors by checking instruction codes and resizing adders
- Sistemas asíncronos: conceptos básicos y caracterización de rendimiento
- A power-aware technique for functional units in high-performance processors
- A technique to reduce static and dynamic power of functional units in high-performance processors
- Comparing the performance of a 64-bit fully-asynchronous superscalar processor versus its synchronous counterpart
- Experiencia en el desarrollo y utilización de una herramienta de corrección automática de exámenes
- iTest: A web application for learner-directed assessment in all levels, supporting mathematical formula and multimedia files
- Sim-async: An architectural simulator for asynchronous processor modeling using distribution functions
- Testing in math course a new tool for online exams automatically graded: a teaching and learning experience
- Topic 7-Parallel Computer Architecture and Instruction Level Parallelism-Sim-async: An Architectural Simulator for Asynchronous Processor Modeling Using Distribution Functions
- Adaptación de un simulador de potencia para unidades funcionales en procesadores de alto rendimiento
- Experiencia educativa entre varias asignaturas
- Métricas, metodologías y herramientas de simulación para evaluar mejoras en arquitecturas de bajo consumo
- Power reduction of superscalar processor functional units by resizing adder-width
- Empirical characterization of the latency of long asynchronous pipelines with data-dependent module delays
- Enhancing GALS processor performance using data classification based on data latency
- Session 11-Low-Power Processing (Poster)-Enhancing GALS Processor Performance Using Data Classification Based on Data Latency
- Algoritmos Bioinspirados
- Algoritmos genéticos en la paralelización automática de código fuente Java
- An approach to customize a diabetes model to a patient
- Optsicom Project