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Global Optimization in Action

Global Optimization in Action

Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications

by Janos D. Pinter
Paperback
Publication Date: 06/12/2010

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In science, engineering and economics, decision problems are frequently modelled by optimizing the value of a (primary) objective function under stated feasibility constraints. In many cases of practical relevance, the optimization problem structure does not warrant the global optimality of local solutions; hence, it is natural to search for the globally best solution(s). Global Optimization in Action provides a comprehensive discussion of adaptive partition strategies to solve global optimization problems under very general structural requirements. A unified approach to numerous known algorithms makes possible straightforward generalizations and extensions, leading to efficient computer-based implementations. A considerable part of the book is devoted to applications, including some generic problems from numerical analysis, and several case studies in environmental systems analysis and management. The book is essentially self-contained and is based on the author's research, in cooperation (on applications) with a number of colleagues.
Audience: Professors, students, researchers and other professionals in the fields of operations research, management science, industrial and applied mathematics, computer science, engineering, economics and the environmental sciences.
ISBN:
9781441947512
9781441947512
Category:
Mathematical modelling
Format:
Paperback
Publication Date:
06-12-2010
Language:
English
Publisher:
Springer-Verlag New York Inc.
Country of origin:
United States
Pages:
480
Dimensions (mm):
235x155x26mm
Weight:
0.78kg

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