Evolutionary Algorithms for Solving Multi-Objective Problems (Genetic and Evolutionary Computation)

By David A. Van Veldhuizen

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.

• Format: Hardcover
• Language: English
• ISBN: 0387332545
• ISBN13: 9780387332543
• Release Date: September 2007
• Publisher: Springer
• Length: 800 Pages
• Weight: 1.35 lbs.
• Dimensions: 1.7" x 6.5" x 9.3"