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Book synopsis

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.

Book details

Book category Books in English Earth sciences, geography, environment, planning Regional & area planning Urban & municipal planning

• Full title: Evolutionary Algorithms for Solving Multi-objective Problems
• Author: Coello Coello
• Language: English
• Binding: Hardback
• Number of pages: 700
• EAN: 9780387332543
• ISBN: 0387332545
• ID: 04066830
• Publisher: Springer
• Weight: 1274 g
• Dimensions: 237 × 164 × 45 mm
• Date of publishing: 11. October 2007

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