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Theory of Randomized Search Heuristics: Foundations and Recent Developments: New
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Item specifics
- Condition
- Book Title
- Theory of Randomized Search Heuristics: Foundations and Recent De
- Publication Date
- 2011-07-31
- Pages
- 372
- ISBN
- 9789814282666
- Publication Year
- 2011
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publisher
- World Industries Scientific Publishing Co Pte LTD
- Genre
- Computers, Mathematics
- Topic
- Programming / Algorithms, Intelligence (Ai) & Semantics, Applied
- Item Weight
- 0 Oz
- Number of Pages
- 372 Pages
About this product
Product Information
Randomized search heuristics such as evolutionary algorithms, genetic algorithms, evolution strategies, ant colony and particle swarm optimization turn out to be highly successful for optimization in practice. The theory of randomized search heuristics, which has been growing rapidly in the last five years, also attempts to explain the success of the methods in practical applications.This book covers both classical results and the most recent theoretical developments in the field of randomized search heuristics such as runtime analysis, drift analysis and convergence. Each chapter provides an overview of a particular domain and gives insights into the proofs and proof techniques of more specialized areas. Open problems still remain widely in randomized search heuristics - being a relatively young and vast field. These problems and directions for future research are addressed and discussed in this book.The book will be an essential source of reference for experts in the domain of randomized search heuristics and also for researchers who are involved or ready to embark in this field. As an advanced textbook, graduate students will benefit from the comprehensive coverage of topics
Product Identifiers
Publisher
World Industries Scientific Publishing Co Pte LTD
ISBN-10
9814282669
ISBN-13
9789814282666
eBay Product ID (ePID)
73795721
Product Key Features
Format
Hardcover
Language
English
Topic
Programming / Algorithms, Intelligence (Ai) & Semantics, Applied
Publication Year
2011
Type
Textbook
Genre
Computers, Mathematics
Number of Pages
372 Pages
Dimensions
Item Weight
0 Oz
Additional Product Features
Lc Classification Number
T57.84
Publication Name
Theory of Randomized Search Heuristics : Foundations and Recent Developments
Copyright Date
2011
Dewey Decimal
519.7
Dewey Edition
22
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