New Ideas in Optimisation

by David Corne, Marco Dorigo, Fred Glover

Optimization is a pivotal aspect of software design. The techniques treated in this book represent the leading edge of research as elucidated by the leading researchers, many of whom are the originators of the methods. The volume editors are experienced and respected researchers and the subject is one of growing interest in advanced undergraduate and postgraduate programmes.There are a collection of well-known modern optimization methods being researched and applied to real problems worldwide. These include a variety of local search methods (hillclimbing, simulated annealing, tabu search, ...) and so-called evolutionary computation methods (genetic algorithms, genetic programming, evolutionary programming...). In recent years, a range of novel ideas have emerged in this research community, proposing new algorithms which are interestingly different from the current well-studied crop. In particular, these new ideas include: Ant Colony based optimisation, Scatter Search, Differential Evolution, Immune System Methods, Optima Linking, and Parallel Distributed Genetic Programming.

450 pages, Paperback

Published October 1, 1999

Reviews

[Mohamed Negm · Rating 4 out of 5]

A thorough book written by many powerful writers. This book has a very good introduction about optimization that summarizes and gives basic concepts for those who are new for the subject. Many optimization algorithms are described in details with plenty of applications and illustrations.

This book is a must for people studying optimization.