Global Optimization in Action
Produktnummer:
18835265f92b3b4fa29e56e468fbb28c0d
Autor: | Pintér, János D. |
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Themengebiete: | algorithm algorithms clustering complex system global optimization model modeling numerical analysis operations research optimization |
Veröffentlichungsdatum: | 30.11.1995 |
EAN: | 9780792337577 |
Sprache: | Englisch |
Seitenzahl: | 480 |
Produktart: | Gebunden |
Verlag: | Springer US |
Untertitel: | Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications |
Produktinformationen "Global Optimization in Action"
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 theauthor'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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