Name: Theory of Randomized Search Heuristics: Foundations and Recent Developments (Series on Theoretical Computer Science) (en Inglés)
Price: 147750.00 CLP
Availability: InStock
Author: ARTURO MIRET MAIA VALLEJO
ISBN: 9789814282666

portada Theory of Randomized Search Heuristics: Foundations and Recent Developments (Series on Theoretical Computer Science) (en Inglés)

Formato

Libro Físico

Editorial

World Scientific Pub Co Inc

Autor

ARTURO MIRET MAIA VALLEJO

Año

2010

Idioma

Inglés

N° páginas

250

Encuadernación

Tapa Dura

ISBN

9789814282666

ISBN13

9789814282666

N° edición

Categorías

Inteligencia artificial

Theory of Randomized Search Heuristics: Foundations and Recent Developments (Series on Theoretical Computer Science) (en Inglés)

Arturo Miret Maia Vallejo (Autor) · World Scientific Pub Co Inc · Tapa Dura

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Reseña del libro "Theory of Randomized Search Heuristics: Foundations and Recent Developments (Series on Theoretical Computer Science) (en Inglés)"

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.