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Stochastic Global Optimization Anatoly Zhigljavsky

Stochastic Global Optimization By Anatoly Zhigljavsky

Stochastic Global Optimization by Anatoly Zhigljavsky


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Summary

This book examines the main methodological and theoretical developments in stochastic global optimization. It is designed to inspire readers to explore various stochastic methods of global optimization by clearly explaining the main methodological principles and features of the methods.

Stochastic Global Optimization Summary

Stochastic Global Optimization by Anatoly Zhigljavsky

This book examines the main methodological and theoretical developments in stochastic global optimization. It is designed to inspire readers to explore various stochastic methods of global optimization by clearly explaining the main methodological principles and features of the methods. Among the book's features is a comprehensive study of probabilistic and statistical models underlying the stochastic optimization algorithms.

Stochastic Global Optimization Reviews

From the reviews:

This excellent book is written for researchers interested in global optimization. ... the approach of carrying through from basic ideas to the most recent techniques will make this a valuable resource for the initiated. ... Gathering together contemporary methods and developments in stochastic global optimization, this text presents four chapters. (Tom Schulte, MathDL, February, 2008)

For global optimization, based on former monographs and articles of the authors on (global) random search, in this book global random search methods and stochastic models for the objective function are presented. ... This well-written book contains many references on the field of (global) random search techniques. (Kurt Marti, Mathematical Reviews, Issue 2008 j)

The aim of the book is to present the major methodological and theoretical developments in the field of stochastic global optimization including global random search and methods based on probabilistic assumptions about the objective function. The book contains four chapters. ... The book also contains an index. The book is well written and the presentation is ... self-contained. (I. M. Stancu-Minasian, Zentralblatt MATH, Vol. 1136 (14), 2008)

Table of Contents

Basic Concepts and Ideas.- Global Random Search: Fundamentals and Statistical Inference.- Global Random Search: Extensions.- Methods Based on Statistical Models of Multimodal Functions.

Additional information

NLS9781441944856
9781441944856
1441944850
Stochastic Global Optimization by Anatoly Zhigljavsky
New
Paperback
Springer-Verlag New York Inc.
2010-11-23
262
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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Customer Reviews - Stochastic Global Optimization