Global Optimization in Action: Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications
Gespeichert in:
1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Boston, MA
Springer US
1996
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Schriftenreihe: | Nonconvex Optimization and Its Applications
6 |
Schlagworte: | |
Online-Zugang: | Volltext |
Beschreibung: | 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 |
Beschreibung: | 1 Online-Ressource (XXVIII, 480 p) |
ISBN: | 9781475725025 9781441947512 |
ISSN: | 1571-568X |
DOI: | 10.1007/978-1-4757-2502-5 |
Internformat
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Datensatz im Suchindex
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any_adam_object | |
author | Pintér, János D. |
author_GND | (DE-588)1192712978 |
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author_sort | Pintér, János D. |
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dewey-full | 003.3 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 003 - Systems |
dewey-raw | 003.3 |
dewey-search | 003.3 |
dewey-sort | 13.3 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik Mathematik |
doi_str_mv | 10.1007/978-1-4757-2502-5 |
format | Electronic eBook |
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isbn | 9781475725025 9781441947512 |
issn | 1571-568X |
language | English |
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series2 | Nonconvex Optimization and Its Applications |
spelling | Pintér, János D. Verfasser (DE-588)1192712978 aut Global Optimization in Action Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications by János D. Pintér Boston, MA Springer US 1996 1 Online-Ressource (XXVIII, 480 p) txt rdacontent c rdamedia cr rdacarrier Nonconvex Optimization and Its Applications 6 1571-568X 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 Mathematics Systems theory Mathematical optimization Mathematical Modeling and Industrial Mathematics Optimization Applications of Mathematics Systems Theory, Control Mathematik Nichtkonvexe Optimierung (DE-588)4309215-9 gnd rswk-swf Nichtkonvexe Optimierung (DE-588)4309215-9 s 1\p DE-604 https://doi.org/10.1007/978-1-4757-2502-5 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
spellingShingle | Pintér, János D. Global Optimization in Action Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications Mathematics Systems theory Mathematical optimization Mathematical Modeling and Industrial Mathematics Optimization Applications of Mathematics Systems Theory, Control Mathematik Nichtkonvexe Optimierung (DE-588)4309215-9 gnd |
subject_GND | (DE-588)4309215-9 |
title | Global Optimization in Action Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications |
title_auth | Global Optimization in Action Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications |
title_exact_search | Global Optimization in Action Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications |
title_full | Global Optimization in Action Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications by János D. Pintér |
title_fullStr | Global Optimization in Action Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications by János D. Pintér |
title_full_unstemmed | Global Optimization in Action Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications by János D. Pintér |
title_short | Global Optimization in Action |
title_sort | global optimization in action continuous and lipschitz optimization algorithms implementations and applications |
title_sub | Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications |
topic | Mathematics Systems theory Mathematical optimization Mathematical Modeling and Industrial Mathematics Optimization Applications of Mathematics Systems Theory, Control Mathematik Nichtkonvexe Optimierung (DE-588)4309215-9 gnd |
topic_facet | Mathematics Systems theory Mathematical optimization Mathematical Modeling and Industrial Mathematics Optimization Applications of Mathematics Systems Theory, Control Mathematik Nichtkonvexe Optimierung |
url | https://doi.org/10.1007/978-1-4757-2502-5 |
work_keys_str_mv | AT pinterjanosd globaloptimizationinactioncontinuousandlipschitzoptimizationalgorithmsimplementationsandapplications |