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portada global optimization in action: continuous and lipschitz optimization: algorithms, implementations and applications
Type
Physical Book
Author
Publisher
Year
2010
Language
English
Pages
480
Format
Paperback
Dimensions
23.4 x 15.6 x 2.6 cm
Weight
0.71 kg.
ISBN
1441947515
ISBN13
9781441947512
Categories

global optimization in action: continuous and lipschitz optimization: algorithms, implementations and applications

János D. Pintér (Author) · Springer · Paperback

global optimization in action: continuous and lipschitz optimization: algorithms, implementations and applications - Pintér, János D.

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Synopsis "global optimization in action: continuous and lipschitz optimization: algorithms, implementations and applications"

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

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