Xinjie Yu / Mitsuo Gen
Introduction to Evolutionary Algorithms
- Springer London
- 2010
- Gebunden
- 422 Seiten
- ISBN 9781849961288
Evolutionary algorithms are becoming increasingly attractive across various disciplines, such as operations research, computer science, industrial engineering, electrical engineering, social science and economics. Introduction to Evolutionary Algorithms presents an insightful, comprehensive, and up-to-date treatment of evolutionary algorithms. It covers such hot topics as: . genetic algorithms, . differential evolution, . swarm intelligence, and . artificial immune systems. The reader is introduced to a range of applications, as Introduction to Evolutionary Algorithms demonstrates how to model real world problems, how to encode and decode individuals, and how to design effective search operators according to the chromosome structures with examples of constraint optimization, multiobjective optimization, combinatorial optimization, and
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