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Introduction to Global Optimization

Language EnglishEnglish
Book Paperback
Book Introduction to Global Optimization R. Horst
Libristo code: 01394808
Publishers Springer, June 1995
Global optimization concerns the computation and characterization of global optima of nonlinear func... Full description
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Global optimization concerns the computation and characterization of global optima of nonlinear functions. Such problems are widespread in the mathematical modelling of real systems in a very wide range of applications and the last 30 years have seen the development of many new theoretical, algorithmic and computational contributions which have helped to solve globally multiextreme problems in important practical applications. Most of the existing books on optimization focus on the problem of computing locally optimal solutions. Introduction to Global Optimization, however, is a comprehensive textbook on constrained global optimization that covers the fundamentals of the subject, presenting much new material, including algorithms, applications and complexity results for quadratic programming, concave minimization, DC and Lipschitz problems, and nonlinear network flow. Each chapter contains illustrative examples and ends with carefully selected exercises, designed to help students grasp the material and enhance their knowledge of the methods involved. Audience: Students of mathematical programming, and all scientists, from whatever discipline, who need global optimization methods in such diverse areas as economic modelling, fixed charges, finance, networks and transportation, databases, chip design, image processing, nuclear and mechanical design, chemical engineering design and control, molecular biology, and environmental engineering.

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About the book

Full name Introduction to Global Optimization
Author R. Horst, Panos M. Pardalos, guyen Van Thoai
Language English
Binding Book - Paperback
Date of issue 1995
Number of pages 320
EAN 9780792335573
ISBN 0792335570
Libristo code 01394808
Publishers Springer
Weight 1040
Dimensions 155 x 235 x 19

Categories

Economics, Finance, Business & Management > Business & Management > Management & management techniques > Management decision making
Mathematics & Science > Mathematics > Calculus & mathematical analysis > Numerical analysis
Society & Social Sciences > Education > Teaching of a specific subject
Economics, Finance, Business & Management > Business & Management > Operational research
Mathematics & Science > Mathematics > Optimization
Mathematics & Science > Mathematics > Applied mathematics
Society & Social Sciences > Politics & government
Computing & Information Technology > Computer programming / software engineering
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