Evolutionary Multi-objective Optimization in Uncertain Environments : Issues and Algorithms /

Bibliographic Details
Main Authors: Goh, Chi-Keong. (Author), Tan, Kay Chen. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edition:1st ed. 2009.
Series:Studies in Computational Intelligence, 186
Subjects:
Table of Contents:
  • I: Evolving Solution Sets in the Presence of Noise
  • Noisy Evolutionary Multi-objective Optimization
  • Handling Noise in Evolutionary Multi-objective Optimization
  • Handling Noise in Evolutionary Neural Network Design
  • II: Tracking Dynamic Multi-objective Landscapes
  • Dynamic Evolutionary Multi-objective Optimization
  • A Coevolutionary Paradigm for Dynamic Multi-Objective Optimization
  • III: Evolving Robust Solution Sets
  • Robust Evolutionary Multi-objective Optimization
  • Evolving Robust Solutions in Multi-Objective Optimization
  • Evolving Robust Routes
  • Final Thoughts.