Search Methodologies: Introductory Tutorials in Optimization and Decision Support Techniques

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Edmund K. Burke, Graham Kendall
Springer Science & Business Media, Mar 20, 2006 - Business & Economics - 620 pages

Search Methodologies is a tutorial survey of the methodologies that are at the confluence of several fields: Computer Science, Mathematics and Operations Research. It is a carefully structured and integrated treatment of the major technologies in optimization and search methodology. The book is made up of 18 chapters. The chapter authors are drawn from across Computer Science and Operations Research and include some of the world’s leading authorities in their field.

Topical chapters in the book are highlighted in the contents. The result is a major state-of-the-art tutorial text of the main optimization and search methodologies available to researchers, students and practitioners across discipline domains in applied science. It can be used as a textbook or a reference book to learn and apply these methodologies to a wide range of today’s problems. It has been written by some of the world’s most well known authors in the field.

 

Contents

Foreword 13
1
CLASSICAL TECHNIQUES
19
INTEGER PROGRAMMING
69
GENETIC ALGORITHMS 97
96
GENETIC PROGRAMMING
127
TABU SEARCH
165
SIMULATED ANNEALING
187
VARIABLE NEIGHBORHOOD SEARCH
211
12
340
ARTIFICIAL IMMUNE SYSTEMS
375
14
400
15
435
16
473
17
505
HYPERHEURISTICS 529
528
18
548

CONSTRAINT PROGRAMMING
239
11
288
COMPLEXITY THEORY AND THE NO FREE LUNCH THEOREM
317
19
587
Index
611
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About the author (2006)

Born in Ireland in 1729, Edmund Burke was an English statesman, author, and orator who is best remembered as a formidable advocate for those who were victims of injustice. He was the son of a Dublin lawyer and had also trained to practice law. In the 1760s, Burke was elected to the House of Commons from the Whig party. Burke spent most of his career in Parliament as a member of the Royal Opposition, who was not afraid of controversy, as shown by his support for the American Revolution and for Irish/Catholic rights. His best-known work is Reflections on the French Revolution (1790). Some other notable works are On Conciliation with the American Colonies (1775) and Impeachment of Warren Hastings (1788). Edmund Burke died in 1797.

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