Abstract Convexity and Global Optimization

Author:   Alexander M. Rubinov
Publisher:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of hardcover 1st ed. 2000
Volume:   44
ISBN:  

9781441948311


Pages:   493
Publication Date:   01 December 2010
Format:   Paperback
Availability:   Out of stock   Availability explained
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Abstract Convexity and Global Optimization


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Overview

This book consists of two parts. Firstly, the main notions of abstract convexity and their applications in the study of some classes of functions and sets are presented. Secondly, both theoretical and numerical aspects of global optimization based on abstract convexity are examined. Most of the book does not require knowledge of advanced mathematics. Classical methods of nonconvex mathematical programming, being based on a local approximation, cannot be used to examine and solve many problems of global optimization, and so there is a clear need to develop special global tools for solving these problems. Some of these tools are based on abstract convexity, that is, on the representation of a function of a rather complicated nature as the upper envelope of a set of fairly simple functions. Audience: The book will be of interest to specialists in global optimization, mathematical programming, and convex analysis, as well as engineers using mathematical tools and optimization techniques and specialists in mathematical modelling.

Full Product Details

Author:   Alexander M. Rubinov
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of hardcover 1st ed. 2000
Volume:   44
Dimensions:   Width: 15.50cm , Height: 2.60cm , Length: 23.50cm
Weight:   0.860kg
ISBN:  

9781441948311


ISBN 10:   1441948317
Pages:   493
Publication Date:   01 December 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of stock   Availability explained
The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available.

Table of Contents

1. An Introduction to Abstract Convexity.- 3. Elements of Monotonic Analysis: Monotonic Functions.- 4. Application to Global Optimization: Lagrange and Penalty Functions.- 5. Elements of Star-Shaped Analysis.- 6. Supremal Generators and Their Applications.- 7. Further Abstract Convexity.- 8. Application to Global Optimization: Duality.- 9. Application to Global Optimization: Numerical Methods.- References.

Reviews

'This book, written by one of the leading contributors in the field, is an up-to-date and very valuable reference. It will be precious to any researcher working in the field on theoretical aspects and applications as well. It opens new ways in global optimization.' Mathematical Reviews (2002i) 'The book will be very useful for experts in optimisation and aspects of functional and numerical analysis and related topics. This is an excellent introduction to those who are interested in the study of abstract convexity and its applications and to very interesting and highly applicable generalisations on convexity.' Australian Mathematical Society GAZETTE, August (2002)


'This book, written by one of the leading contributors in the field, is an up-to-date and very valuable reference. It will be precious to any researcher working in the field on theoretical aspects and applications as well. It opens new ways in global optimization.' Mathematical Reviews (2002i) 'The book will be very useful for experts in optimisation and aspects of functional and numerical analysis and related topics. This is an excellent introduction to those who are interested in the study of abstract convexity and its applications and to very interesting and highly applicable generalisations on convexity.' Australian Mathematical Society GAZETTE, August (2002)


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