Introduction to Evolutionary Algorithms

• Main Authors: Yu, Xinjie. (Author), Gen, Mitsuo. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: London : Springer London, 2010.
• Series: Decision Engineering,
• Subjects: Engineering.; Artificial intelligence.; Computer simulation.; Physics.; Control engineering systems.; Complexity.; Artificial Intelligence (incl. Robotics).; Control , Robotics, Mechatronics.; Simulation and Modeling.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-1-84996-129-5

Evolutionary algorithms are becoming increasingly attractive across various disciplines, such as operations research, computer science, industrial engineering, electrical engineering, social science and economics. Introduction to Evolutionary Algorithms presents an insightful, comprehensive, and up-...

Table of Contents:

• Simple Evolutionary Algorithms
• Advanced Evolutionary Algorithms
• Constrained Optimization
• Multimodal Optimization
• Multiobjective Optimization
• Combinatorial Optimization
• Swarm Intelligence
• Artificial Immune Systems
• Genetic Programming.