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Enrique Alba
Researcher at University of Málaga
Publications - 540
Citations - 16018
Enrique Alba is an academic researcher from University of Málaga. The author has contributed to research in topics: Metaheuristic & Evolutionary algorithm. The author has an hindex of 57, co-authored 530 publications receiving 14535 citations. Previous affiliations of Enrique Alba include ETSI & University of Waterloo.
Papers
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Journal ArticleDOI
Parallelism and evolutionary algorithms
Enrique Alba,Marco Tomassini +1 more
TL;DR: A modern vision of the parallelization techniques used for evolutionary algorithms (EAs) and provides a highly structured background relating to PEAs to make researchers aware of the benefits of decentralizing and parallelizing an EA.
Book
Parallel Metaheuristics: A New Class of Algorithms
TL;DR: This chapter discusses Metaheuristics and Parallelism in Telecommunications, which has applications in Bioinformatics and Parallel Meta heuristics, and Theory of Parallel Genetic Algorithms, which focuses on the latter.
Proceedings ArticleDOI
SMPSO: A new PSO-based metaheuristic for multi-objective optimization
Antonio J. Nebro,Juan J. Durillo,José García-Nieto,Carlos A. Coello Coello,Francisco Luna,Enrique Alba +5 more
TL;DR: A new multi-objective particle swarm optimization algorithm characterized by the use of a strategy to limit the velocity of the particles, called Speed-constrained Multi-Objective PSO (SMPSO), which allows to produce new effective particle positions in those cases in which the velocity becomes too high.
Journal ArticleDOI
The exploration/exploitation tradeoff in dynamic cellular genetic algorithms
Enrique Alba,Bernabé Dorronsoro +1 more
TL;DR: This paper studies static and dynamic decentralized versions of the search model known as cellular genetic algorithm (cGA), in which individuals are located in a specific topology and interact only with their neighbors and concludes that dynamic cGAs have the most desirable behavior among all the evaluated ones in terms of efficiency and accuracy.
Journal ArticleDOI
A survey of parallel distributed genetic algorithms
Enrique Alba,José M. Troya +1 more
TL;DR: This work makes a formalization of these algorithms, and a timely and topic survey of their most important traditional and recent technical issues, and presents a useful summaries on their main applications.