Evolutionary Algorithms for Solving Multi-Objective Problems

Name: Evolutionary Algorithms for Solving Multi-Objective Problems
SKU: 22987326
Price: 285.00 NZD
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Genetic and Evolutionary Computation

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Description

Solving multi-objective problems is an evolving effort, and computer science and other related disciplines have given rise to many powerful deterministic and stochastic techniques for addressing these large-dimensional optimization problems. Evolutionary algorithms are one such generic stochastic approach that has proven to be successful and widely applicable in solving both single-objective and multi-objective problems. This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. The various features of multi-objective evolutionary algorithms are presented here in an innovative and student-friendly fashion, incorporating state-of-the-art research. The book disseminates the application of evolutionary algorithm techniques to a variety of practical problems, including test suites with associated performance based on a variety of appropriate metrics, as well as serial and parallel algorithm implementations.

Release date NZ

October 28th, 2014

Author

Audience

Professional & Vocational

Edition

2nd ed. 2007

Illustrations

XXI, 800 p.

Pages

800

Series

Genetic and Evolutionary Computation

Dimensions

155x235x41

ISBN-13

9781489994608

Product ID

22987326

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Evolutionary Algorithms for Solving Multi-Objective Problems

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