Estrategias de Optimización en Sistemas Inteligentes: Aplicaciones en escenarios dinámicos

Publicaciones

Revistas

An Algorithm Comparison for Dynamic Optimization Problems
Ignacio G. del Amo, David A. Pelta, Juan R. González, Antonio D. Masegosa
Applied Soft Computing, Volume 12, Issue 10, 2012, Pages 3176--3192

A centralised cooperative strategy for continuous optimization: the influence of cooperation in performance and behaviour
Antonio D. Masegosa, David A. Pelta, José L. Verdegay
Information Sciences, Volume 219, 10 January 2013, Pages 73--92 (Available online since 24 July 2012)

Theoretical Analysis of Expected Payoff in an Adversarial Domain
Pablo Villacorta, David A. Pelta
Information Science, Volume 186, Issue 1, Pages 93–104, March 2012,

An Evolutionary Tuned Driving System for Virtual Car Racing Games: The AUTOPIA Driver
E. Onieva, D. Pelta, J. Godoy, V. Milanés, J. Pérez
International Journal of Intelligent Systems, Volume 27, Issue 3, pages 217–241, March 2012

Efficient multi-swarm PSO algorithms for dynamic environments
Pavel Novoa-Hernández, Carlos Cruz Corona and David A. Pelta
Memetic Computing Volume 3, Number 3, 163-174, 2011

BWR fuel cycle optimization using neural networks
Juan José Ortiz-Servin, José Alejandro Castillo, David A. Pelta
Nuclear Engineering and Design Volume 241, Issue 9, Pages 3729-3735, September 2011

Optimization in dynamic environments: a survey on problems, methods and measures
Carlos Cruz, Juan R. González and David A. Pelta
Soft Computing - A Fusion of Foundations, Methodologies and Applications. Volume 15, Number 7, 1427-1448, 2011

A Fuzzy-Rule-Based Driving Architecture for Non-Player Characters in a Car Racing Game
Enrique Onieva, David A. Pelta, Vicente Milanes, Joshue Perez
Soft Computing - A Fusion of Foundations, Methodologies and Applications. Accepted

A cooperative strategy for solving dynamic optimization problems
Juan R. González, Antonio D. Masegosa and Ignacio J. García
Memetic Computing, Volume 3, Number 1, Pages 3-14, 2011

Solving multiple instances at once: the role of search and adaptation
A. Masegosa, D. Pelta, J. González
Soft Computing. Volume 15, Number 2, 233 - 250, 2011

A hybrid method for the coupled optimization of the axial and radial design of BWR fuel assemblies
Juan Jose Ortiz, Alejandro Castillo, David A Pelta
Progress in Nuclear Energy, Volume 52, Issue 2, March 2010, Pages 249-256

Decision Strategies in Mediated Multi-Agents Negotiations: an Optimization Approach
D. Pelta, R. Yager,
IEEE SMC Transactions: Part A, Vol: 40 Issue:3, May 2010, page(s): 635 - 640

The 2009 Simulated Car Racing Championship
Daniele Loiacono, Pier Luca Lanzi, Julian Togelius, Enrique Onieva, David A. Pelta, Martin V. Butz, Thies D. Lonneker, Luigi Cardamone, Diego Perez, Yago Saez, Mike Preuss and Jan Quadflieg
IEEE Transactions on Computational Intelligence and AI in Games. Vol 2, Issue 2, pp 131 - 147, 2010

Editorial: Special Issue on Nature Inspired Cooperative Strategies for Optimization
N. Krasnogor, G. Nicosia, M. Pavone, and D.A. Pelta
Natural Computing Journal. Volume 9, Number 1, pp: 1-3 / March, 2010

A Software Modeling Approach for the Design and Analysis of Cooperative Optimization Systems
I. G. del Amo, D. A. Pelta, A. D. Masegosa, J. L. Verdegay
Software: Practice and Experience. Volume 40 Issue 9, pp 811-823, August 2010

Captulos de Libro

SRCS: A Technique for Comparing Multiple Algorithms under Several Factors in Dynamic Optimization Problems Ignacio G. del Amo, David A. Pelta,
In Metaheuristics for Dynamic Optimization, E. Alba, A. Nakib, P. Siarry (Eds.)
Series Studies in Computational Intelligence Volume 433, 2013, pp 61-77

Congresos

VNS for the Dynamic Vehicle Routing Problem with Time Windows.
A. de Santiago, B. Melin, A. Alvarez y D. Pelta.
EURO Mini Conference XXVIII on Variable Neighbourhood Search. Herceg Novi (Montenegro) Octubre 4-7, 2012.

Comparación de estrategias de resolución de problemas de optimización dinámicos combinatorios
Jenny Fajardo Calderín , Juan R. González, David A. Pelta, Alejandro Rosete Suárez.
VIII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados. MAEB2012, Albacete, Spain, 2012

DVRP-OCR: Un Metodo Cooperativo Basado en Heuristicas Simples para el DVRP
Leticia Algarra, David A. Pelta
VIII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados. MAEB2012, Albacete, Spain, 2012

Ant colony optimization for automatic design of strategies in an adversarial model
Pablo Villacorta and David Pelta
In Nature-Inspired Cooperative Strategies for Optimization (NICSO 2011). Series Studies in Computational Intelligence, Vol 387, pp , Springer, 2012.

An adaptive multiagent strategy for solving combinatorial dynamic optimization problems
Juan R. González González, Carlos Cruz, Ignacio G. Del Amo and David A. Pelta
In Nature-Inspired Cooperative Strategies for Optimization (NICSO 2011). Series Studies in Computational Intelligence, Vol 387, pp , Springer, 2012.

Expected payoff analysis of dynamic mixed strategies in an adversarial domain
Pablo Villacorta, David A. Pelta.
IEEE Symposium on Intelligent Agents, IEEE Symposium Series in Computational Intelligence 2011, Paris.

A cooperative strategy for parameter estimation problems in Systems Biology: Preliminary results
Antonio D Masegosa, Federico Rutolo, David Pelta
11th Int. Conference on Intelligent Systems Design and Applications (ISDA),pp: 1207-1212, Cordoba (Spain) 2011, IEEE

Comparación estadística de estrategias de decisión en presencia de adversarios: análisis y aplicación en búsqueda local
Pablo J. Villacorta, David A. Pelta
VII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados. MAEB2010, Valencia, Spain, 2010

Análisis de un Multi-QSO Mejorado con Reglas Heurísticas para Entornos Dinámicos
Ignacio G. del Amo, David A. Pelta, Juan R. González
VII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados. MAEB2010, Valencia, Spain, 2010

Estudio de la Robustez de las estrategias cooperativas frente a los cambios de configuración de sus componentes
A. Masegosa, D. Pelta
VII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados. MAEB2010, Valencia, Spain, 2010

Aplicacion de una Estrategia Multiagente con Aprendizaje a Problemas de Optimizacion Dinamicos Combinatorios
Juan R. González, Carlos Cruz, Ignacio G. del Amo.
VII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados. MAEB2010, Valencia, Spain, 2010

Using Heuristic Rules to Enhance a Multiswarm PSO for Dynamic Environments
Ignacio G. del Amo, David A. Pelta and Juan R. Gonzalez.
In Proceedings of the 2010 IEEE Congress on Evolutionary Computation.

Cooperation Rules in a Trajectory-Based Centralised Cooperative Strategy for Dynamic Optimisation Problems
Juan R. Gonzalez, Antonio D. Masegosa, Ignacio G. del Amo and David A. Pelta
In Proceedings of the 2010 IEEE Congress on Evolutionary Computation.

Evolutionary design and statistical assessment of strategies in an adversarial domain
David Pelta and Pablo Villacorta.
In Proceedings of the 2010 IEEE Congress on Evolutionary Computation.

An Analysis of Particle Properties on a Multi-Swarm PSO for Dynamic Optimization Problems
Ignacio G. del Amo and David A. Pelta and Juan R. González and Pavel Novoa.
In P. Meseguer, L. Mandow, and R.M. Gasca (Eds.): CAEPIA 2009, LNAI 5988, pp. 32--41. Springer, Heidelberg (2010)

Improvement Strategies for Multi-swarm PSO in Dynamic Environments
Pavel Novoa-Hernández, David A. Pelta, and Carlos Cruz Corona
In Nature-Inspired Cooperative Strategies for Optimization (NICSO 2010). Series Studies in Computational Intelligence, Vol 284, pp 371-383, Springer, 2010.

Dynamic vs. Static Decision Strategies in Adversarial Reasoning
David Pelta and Ronald R. Yager,
Proc. of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, Lisbon, Portugal, July 20-24, 2009.
J. P. Carvalho, D. Dubois, U. Kaymak and J. M. C. Sousa (Eds) pp. 472-477

Cooperative Strategies and Reactive Search: a hybrid model proposal
Antonio Masegosa, Franco Mascia, David Pelta, Mauro Brunato.
In Proc. 3rd Learning and Intelligent Optimization Workshop (LION 3, Trento, Italy, January 2009). LNCS Vol. 5851 Springer, pp 206-220. 2009

Controlling Particle Trajectories in a Multi-swarm Approach for Dynamic Optimization Problems
Pavel Novoa, David A. Pelta, Carlos Cruz and Ignacio García del Amo
In Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira’s Scientific Legacy. Lecture Notes in Computer Science, Volume 5601, pp 285-294, 2009