Research Catalog

Title

Search methodologies : introductory tutorials in optimization and decision support techniques / edited by Edmund K. Burke, Graham Kendall.

Publication

New York : Springer, [2005], ©2005.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Burke, Edmund, Ph. D.
• Kendall, Graham, 1961-

Description

vi, 620 pages : illustrations; 25 cm

Subject

• Decision support systems
• Mathematical optimization
• Search theory

Bibliography (note)

• Includes bibliographical references and index.

Contents

1. Introduction / Edmund K. Burke and Graham Kendall -- 2. Classical techniques / Kathryn A. Dowsland -- 3. Integer programming / Robert Bosch and Michael Trick -- 4. Genetic algorithms / Kumara Sastry, David Goldberg and Graham Kendall -- 5. Genetic programming / John R. Koza and Riccardo Poli -- 6. Tabu search / Michel Gendreau and Jean-Yves Potvin -- 7. Simulated annealing / Emile Aarts, Jan Korst and Wil Michiels -- 8. Variable neighborhood search / Pierre Hansen and Nenad Mladenovic -- 9. Constraint programming / Eugene C. Freuder and Mark Wallace -- 10. Multi-objective optimization / Kalyanmoy Deb -- 11. Complexity theory and the no free lunch theorem / Darrell Whitley and Jean Paul Watson -- 12. Machine learning / Xin Yao and Yong Liu -- 13. Artificial immune systems / Uwe Aickelin and Dipankar Dasgupta -- 14. Swarm intelligence / Daniel Merkle and Martin Middendorf -- 15. Fuzzy reasoning / Costas P. Pappis and Constantinos I. Siettos -- 16. Rough set based decision support / Roman Slowinski, Salvatore Greco and Benedetto Matarazzo -- 17. Hyper-heuristics / Peter Ross -- 18. Approximation algorithms / Carla P. Gomes and Ryan Williams -- 19. Fitness landscapes / Colin R. Reeves.

ISBN

• 0387234608 (alk. paper)
• 0387283560 (e-book)

LCCN

• 2005051623
• 9780387234601
• 9780387283562

OCLC

• OCM61353119
• SCSB-5217687

Owning Institutions

Columbia University Libraries