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Evolutionary Algorithms for Solving Multi-objective Problems

Language EnglishEnglish
Book Hardback
Book Evolutionary Algorithms for Solving Multi-objective Problems Coello Coello
Libristo code: 04066830
Publishers Springer, October 2007
Solving multi-objective problems is an evolving effort, and computer science and other related disci... Full description
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302.82  лв
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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.

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About the book

Full name Evolutionary Algorithms for Solving Multi-objective Problems
Author Coello Coello
Language English
Binding Book - Hardback
Date of issue 2007
Number of pages 700
EAN 9780387332543
ISBN 0387332545
Libristo code 04066830
Publishers Springer
Weight 1274
Dimensions 164 x 237 x 45

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Mathematics & Science > Mathematics > Applied mathematics > Stochastics
Mathematics & Science > Mathematics > Probability & statistics
Mathematics & Science > Mathematics > Optimization
Computing & Information Technology > Computer programming / software engineering > Algorithms & data structures
Computing & Information Technology > Computer science > Mathematical theory of computation
Computing & Information Technology > Computer science > Artificial intelligence
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