Introduction to Metaheuristics for Optimization

Introduction to Metaheuristics for Optimization

Tomassini, Marco; Chopard, Bastien

Springer International Publishing AG

11/2018

226

Dura

Inglês

9783319930725

15 a 20 dias

530

Descrição não disponível.

Problems, Algorithms, Computational Complexity.- Search Space.- Tabu Search.- Simulated Annealing.- Ant Colony Optimization (ACO).- Non-PSO Optimization.- Firefly Algorithm, Cuckoo Algorithm, Levy Flights.- Evolutionary Algorithms: Foundations.- Evolutionary Algorithms: Advanced.- Phase Transition in Optimization Problems.- Performance and Limitations of Metaheuristics.- Statistical Analysis of Research Spaces.

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Tabu Search;Simulated Annealing;Ant Colony Optimization;Evolutionary Algorithms (EAs);Evolutionary Computing (EC);Optimization;Metaheuristics