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Více informací o knize Evolutionary Algorithms for Solving Multi-objective Problems

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Earth sciences, geography, environment, planning Regional & area planning Urban & municipal planning

• Plný název: Evolutionary Algorithms for Solving Multi-objective Problems
• Autor: Coello Coello
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 700
• EAN: 9780387332543
• ISBN: 0387332545
• ID: 04066830
• Nakladatelství: Springer
• Hmotnost: 1274 g
• Rozměry: 237 × 164 × 45 mm
• Datum vydání: 11. October 2007

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