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Evolutionary Algorithms for Solving Multi-Objective Problems

Evolutionary Algorithms for Solving Multi-Objective Problems

Paperback

Series: Genetic and Evolutionary Computation

General ComputersGeneral MathematicsProbability & Statistics

ISBN10: 1489994602
ISBN13: 9781489994608
Publisher: Springer Nature
Published: Oct 28 2014
Pages: 800
Weight: 2.49
Height: 1.63 Width: 6.14 Depth: 9.21
Language: English

This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom, with links to a complete set of teaching tutorials, exercises and solutions. The book contains exhaustive appendices, index and bibliography. 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.

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