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Theory Of Randomized Search Heuristics: Foundations And Recent Developments (Hardcover)
Loot Price: R3,574
Discovery Miles 35 740
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Theory Of Randomized Search Heuristics: Foundations And Recent Developments (Hardcover)
Series: Series On Theoretical Computer Science, 1
Expected to ship within 10 - 15 working days
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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
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