An Improved Multi-Objective Evolutionary with Adaptable Parameters
Khoa Tran
Broschiertes Buch

An Improved Multi-Objective Evolutionary with Adaptable Parameters

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Genetic Algorithms, introduced by Holland in 1975, are general-purpose heuristic search algorithms that mimic the evolutionary process in order to find the fittest solutions. The algorithms have received growing interest due to their ability to discover good solutions quickly for complex searching and optimization problems. The traditional GAs then have been converted to multi-objective GAs to solve multi-objective optimization problems successfully. However, GAs require parameter tunings (such as population size, mutation and crossover probabilities, selection rates) in order to achieve the d...