Evolutionary Algorithms for Solving Multi-Objective Problems

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.

Author: Carlos Coello Coello, Gary B. Lamont, David A. Van Veldhuizen
Publisher: Springer
Published: 09/18/2007
Pages: 800
Binding Type: Hardcover
Weight: 2.87lbs
Size: 9.25h x 6.48w x 1.67d
ISBN: 9780387332543