Intelligent optimisation techniques : genetic algorithms, tabu search, simulated annealing and neural networks /

This book covers four optimisation techniques loosely classified as intelligent: genetic algorithms, tabu search, simulated annealing and neural networks. Genetic algorithms locate optima using processes similar to those in natural selection and genetics. Tabu search is a heuristic procedure that em...

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Bibliographic Details
Main Author:	Pham, D. T.
Corporate Author:	SpringerLink (Online service)
Other Authors:	Karaboga, Dervis, 1965-
Format:	eBook
Language:	English
Published:	London ; New York : Springer, [2000]
Subjects:	Engineering > Data processing. Computer-aided engineering. Heuristic programming. Genetic algorithms. Simulated annealing (Mathematics) Neural networks (Computer science) Genetischer Algorithmus. Neuronales Netz. Optimierung. Simulated annealing. Tabusuche. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Introduction
Genetic Algorithms
Tabu Search Algorithms
Simulated Annealing Algorithm
Neural Networks
Appendix 1: Classical Optimisation
Appendix 2: Fuzzy Logic Control
Appendix 3: Genetic Program
Appendix 4: Tabu Search Program
Appendix 5: Simulated Annealing Program
Appendix 6: Neural Network Program.