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Evolutionary Algorithms for Solving Multi-objective Problems

Name: Evolutionary Algorithms for Solving Multi-objective Problems
Brand: Springer
SKU: 04066830
Price: 50522 HUF
Availability: InStock
Author: Coello Coello
ISBN: 9780387332543

Coello Coello

Language

English

Book Hardback

Libristo code: 04066830

Publishers Springer, October 2007

Solving multi-objective problems is an evolving effort, and computer science and other related disci... Full description

Libristo code: 04066830

345 b

50 522 Ft

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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 applicablein 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.