Evolutionary algorithms for solving multi-modal and multi-objective optimization problems

In artificial intelligence, evolutionary algorithms (EAs) have shown to be effective and robust in solving difficult optimization problems. EAs are generic population-based metaheuristic optimization algorithms. The mechanisms used in EAs are inspired by biological evolution: reproduction, mutation,...

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Bibliographic Details
Main Author: Qu, Boyang
Other Authors: Ponnuthurai N. Suganthan
Format: Thesis
Language:English
Published: 2012
Subjects:
Online Access:https://hdl.handle.net/10356/50679