Nonlinear Multiobjective Optimization
Problems with multiple objectives and criteria are generally known as multiple criteria optimization or multiple criteria decision-making (MCDM) problems. So far, these types of problems have typically been modelled and solved by means of linear programming. However, many real-life phenomena are of...
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Springer US
1998
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| Ausgabe: | 1st ed. 1998 |
| Schriftenreihe: | International Series in Operations Research & Management Science
12 |
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| 520 | |a Problems with multiple objectives and criteria are generally known as multiple criteria optimization or multiple criteria decision-making (MCDM) problems. So far, these types of problems have typically been modelled and solved by means of linear programming. However, many real-life phenomena are of a nonlinear nature, which is why we need tools for nonlinear programming capable of handling several conflicting or incommensurable objectives. In this case, methods of traditional single objective optimization and linear programming are not enough; we need new ways of thinking, new concepts, and new methods - nonlinear multiobjective optimization. Nonlinear Multiobjective Optimization provides an extensive, up-to-date, self-contained and consistent survey, review of the literature and of the state of the art on nonlinear (deterministic) multiobjective optimization, its methods, its theory and its background. The amount of literature on multiobjective optimization is immense. The treatment in this book is based on approximately 1500 publications in English printed mainly after the year 1980. Problems related to real-life applications often contain irregularities and nonsmoothnesses. The treatment of nondifferentiable multiobjective optimization in the literature is rather rare. For this reason, this book contains material about the possibilities, background, theory and methods of nondifferentiable multiobjective optimization as well. This book is intended for both researchers and students in the areas of (applied) mathematics, engineering, economics, operations research and management science; it is meant for both professionals and practitioners in many different fields of application. The intention has been to provide a consistent summary that may help in selecting an appropriate method for the problem to be solved. It is hoped the extensive bibliography will be of value to researchers | ||
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Datensatz im Suchindex
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| author | Miettinen, Kaisa |
| author_facet | Miettinen, Kaisa |
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| dewey-full | 658.40301 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
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| dewey-tens | 650 - Management and auxiliary services |
| discipline | Mathematik Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-1-4615-5563-6 |
| edition | 1st ed. 1998 |
| format | Electronic eBook |
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| id | DE-604.BV046872294 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-24T08:18:29Z |
| institution | BVB |
| isbn | 9781461555636 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032282426 |
| oclc_num | 1193296168 |
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| physical | 1 Online-Ressource (XXI, 298 p) |
| psigel | ZDB-2-SBE ZDB-2-BAE ZDB-2-SBE_Archiv ZDB-2-SBE ZDB-2-SBE_Archiv |
| publishDate | 1998 |
| publishDateSearch | 1998 |
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| publisher | Springer US |
| record_format | marc |
| series2 | International Series in Operations Research & Management Science |
| spelling | Miettinen, Kaisa Verfasser aut Nonlinear Multiobjective Optimization by Kaisa Miettinen 1st ed. 1998 New York, NY Springer US 1998 1 Online-Ressource (XXI, 298 p) txt rdacontent c rdamedia cr rdacarrier International Series in Operations Research & Management Science 12 Problems with multiple objectives and criteria are generally known as multiple criteria optimization or multiple criteria decision-making (MCDM) problems. So far, these types of problems have typically been modelled and solved by means of linear programming. However, many real-life phenomena are of a nonlinear nature, which is why we need tools for nonlinear programming capable of handling several conflicting or incommensurable objectives. In this case, methods of traditional single objective optimization and linear programming are not enough; we need new ways of thinking, new concepts, and new methods - nonlinear multiobjective optimization. Nonlinear Multiobjective Optimization provides an extensive, up-to-date, self-contained and consistent survey, review of the literature and of the state of the art on nonlinear (deterministic) multiobjective optimization, its methods, its theory and its background. The amount of literature on multiobjective optimization is immense. The treatment in this book is based on approximately 1500 publications in English printed mainly after the year 1980. Problems related to real-life applications often contain irregularities and nonsmoothnesses. The treatment of nondifferentiable multiobjective optimization in the literature is rather rare. For this reason, this book contains material about the possibilities, background, theory and methods of nondifferentiable multiobjective optimization as well. This book is intended for both researchers and students in the areas of (applied) mathematics, engineering, economics, operations research and management science; it is meant for both professionals and practitioners in many different fields of application. The intention has been to provide a consistent summary that may help in selecting an appropriate method for the problem to be solved. It is hoped the extensive bibliography will be of value to researchers Operations Research/Decision Theory Optimization Calculus of Variations and Optimal Control; Optimization Operations research Decision making Mathematical optimization Calculus of variations Nichtlineare Optimierung (DE-588)4128192-5 gnd rswk-swf Mehrkriterielle Optimierung (DE-588)4610682-0 gnd rswk-swf Mehrkriterielle Optimierung (DE-588)4610682-0 s Nichtlineare Optimierung (DE-588)4128192-5 s DE-604 Erscheint auch als Druck-Ausgabe 9780792382782 Erscheint auch als Druck-Ausgabe 9781461375449 Erscheint auch als Druck-Ausgabe 9781461555643 https://doi.org/10.1007/978-1-4615-5563-6 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Miettinen, Kaisa Nonlinear Multiobjective Optimization Operations Research/Decision Theory Optimization Calculus of Variations and Optimal Control; Optimization Operations research Decision making Mathematical optimization Calculus of variations Nichtlineare Optimierung (DE-588)4128192-5 gnd Mehrkriterielle Optimierung (DE-588)4610682-0 gnd |
| subject_GND | (DE-588)4128192-5 (DE-588)4610682-0 |
| title | Nonlinear Multiobjective Optimization |
| title_auth | Nonlinear Multiobjective Optimization |
| title_exact_search | Nonlinear Multiobjective Optimization |
| title_full | Nonlinear Multiobjective Optimization by Kaisa Miettinen |
| title_fullStr | Nonlinear Multiobjective Optimization by Kaisa Miettinen |
| title_full_unstemmed | Nonlinear Multiobjective Optimization by Kaisa Miettinen |
| title_short | Nonlinear Multiobjective Optimization |
| title_sort | nonlinear multiobjective optimization |
| topic | Operations Research/Decision Theory Optimization Calculus of Variations and Optimal Control; Optimization Operations research Decision making Mathematical optimization Calculus of variations Nichtlineare Optimierung (DE-588)4128192-5 gnd Mehrkriterielle Optimierung (DE-588)4610682-0 gnd |
| topic_facet | Operations Research/Decision Theory Optimization Calculus of Variations and Optimal Control; Optimization Operations research Decision making Mathematical optimization Calculus of variations Nichtlineare Optimierung Mehrkriterielle Optimierung |
| url | https://doi.org/10.1007/978-1-4615-5563-6 |
| work_keys_str_mv | AT miettinenkaisa nonlinearmultiobjectiveoptimization |