Evolutionary Multiobjective Optimization Theoretical Advances and Applications /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Abraham, Ajith (Editor), Jain, Lakhmi (Editor), Goldberg, Robert (Editor)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London, 2005.
• Series: Advanced Information and Knowledge Processing
• Subjects: Computer science.; Data structures (Computer science).; Computers.; Algorithms.; Computer Science.; Theory of Computation.; Algorithm Analysis and Problem Complexity.; Data Structures, Cryptology and Information Theory.; Information Systems Applications (incl. Internet).

Evolutionary Multiobjective Optimization is a rare collection of the latest state-of-the-art theoretical research, design challenges and applications in the field of multiobjective optimization paradigms using evolutionary algorithms. It includes two introductory chapters giving all the fundamental...

Table of Contents:

• Evolutionary Multiobjective Optimization
• Recent Trends in Evolutionary Multiobjective Optimization
• Self-adaptation and Convergence of Multiobjective Evolutionary Algorithms in Continuous Search Spaces
• A Simple Approach to Evolutionary Multiobjective Optimization
• Quad-trees: A Data Structure for Storing Pareto Sets in Multiobjective Evolutionary Algorithms with Elitism
• Scalable Test Problems for Evolutionary Multiobjective Optimization
• Particle Swarm Inspired Evolutionary Algorithm (PS-EA) for Multi-Criteria Optimization Problems
• Evolving Continuous Pareto Regions
• MOGADES: Multi-Objective Genetic Algorithm with Distributed Environment Scheme
• Use of Multiobjective Optimization Concepts to Handle Constraints in Genetic Algorithms
• Multi-criteria Optimization of Finite State Automata: Maximizing Performance while Minimizing Description Length
• Multiobjective Optimization of Space Structures under Static and Seismic Loading Conditions.