A Novel Selection Approach for Genetic Algorithms for Global Optimization of Multimodal Continuous Functions

Genetic algorithms (GAs) are stochastic-based heuristic search techniques that incorporate three primary operators: selection, crossover, and mutation. These operators are supportive in obtaining the optimal solution for constrained optimization problems. Each operator has its own benefits, but sele...

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Bibliographic Details
Main Authors: Ehtasham-ul Haq, Ishfaq Ahmad, Abid Hussain, Ibrahim M. Almanjahie
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2019/8640218