Complementarity: Applications, Algorithms and Extensions:
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boston, MA
Springer US
2001
|
| Schriftenreihe: | Applied Optimization
50 |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | This volume presents state-of-the-art complementarity applications, algorithms, extensions and theory in the form of eighteen papers. These invited papers were presented at the International Conference on Complementarity 99 (ICCP99) held in Madison, Wisconsin during June 9-12, 1999 with support from the National Science Foundation under Grant DMS-9970102. Complementarity is becoming more widely used in a variety of application areas. In this volume, there are papers studying the impact of complementarity in such diverse fields as deregulation of electricity markets, engineering mechanics, optimal control and asset pricing. Furthermore, application of complementarity and optimization ideas to related problems in the burgeoning fields of machine learning and data mining are also covered in a series of three articles. In order to effectively process the complementarity problems that arise in such applications, various algorithmic, theoretical and computational extensions are covered in this volume. Nonsmooth analysis has an important role to play in this area as can be seen from articles using these tools to develop Newton and path following methods for constrained nonlinear systems and complementarity problems. Convergence issues are covered in the context of active set methods, global algorithms for pseudomonotone variational inequalities, successive convex relaxation and proximal point algorithms. Theoretical contributions to the connectedness of solution sets and constraint qualifications in the growing area of mathematical programs with equilibrium constraints are also presented. A relaxation approach is given for solving such problems. Finally, computational issues related to preprocessing mixed complementarity problems are addressed |
| Beschreibung: | 1 Online-Ressource (VIII, 404 p) |
| ISBN: | 9781475732795 9781441948472 |
| ISSN: | 1384-6485 |
| DOI: | 10.1007/978-1-4757-3279-5 |
Internformat
MARC
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| 490 | 1 | |a Applied Optimization |v 50 |x 1384-6485 | |
| 500 | |a This volume presents state-of-the-art complementarity applications, algorithms, extensions and theory in the form of eighteen papers. These invited papers were presented at the International Conference on Complementarity 99 (ICCP99) held in Madison, Wisconsin during June 9-12, 1999 with support from the National Science Foundation under Grant DMS-9970102. Complementarity is becoming more widely used in a variety of application areas. In this volume, there are papers studying the impact of complementarity in such diverse fields as deregulation of electricity markets, engineering mechanics, optimal control and asset pricing. Furthermore, application of complementarity and optimization ideas to related problems in the burgeoning fields of machine learning and data mining are also covered in a series of three articles. In order to effectively process the complementarity problems that arise in such applications, various algorithmic, theoretical and computational extensions are covered in this volume. Nonsmooth analysis has an important role to play in this area as can be seen from articles using these tools to develop Newton and path following methods for constrained nonlinear systems and complementarity problems. Convergence issues are covered in the context of active set methods, global algorithms for pseudomonotone variational inequalities, successive convex relaxation and proximal point algorithms. Theoretical contributions to the connectedness of solution sets and constraint qualifications in the growing area of mathematical programs with equilibrium constraints are also presented. A relaxation approach is given for solving such problems. Finally, computational issues related to preprocessing mixed complementarity problems are addressed | ||
| 650 | 4 | |a Mathematics | |
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| 650 | 4 | |a Künstliche Intelligenz | |
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Datensatz im Suchindex
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| building | Verbundindex |
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| discipline | Mathematik |
| doi_str_mv | 10.1007/978-1-4757-3279-5 |
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| spelling | Complementarity: Applications, Algorithms and Extensions edited by Michael C. Ferris, Olvi L. Mangasarian, Jong-Shi Pang Boston, MA Springer US 2001 1 Online-Ressource (VIII, 404 p) txt rdacontent c rdamedia cr rdacarrier Applied Optimization 50 1384-6485 This volume presents state-of-the-art complementarity applications, algorithms, extensions and theory in the form of eighteen papers. These invited papers were presented at the International Conference on Complementarity 99 (ICCP99) held in Madison, Wisconsin during June 9-12, 1999 with support from the National Science Foundation under Grant DMS-9970102. Complementarity is becoming more widely used in a variety of application areas. In this volume, there are papers studying the impact of complementarity in such diverse fields as deregulation of electricity markets, engineering mechanics, optimal control and asset pricing. Furthermore, application of complementarity and optimization ideas to related problems in the burgeoning fields of machine learning and data mining are also covered in a series of three articles. In order to effectively process the complementarity problems that arise in such applications, various algorithmic, theoretical and computational extensions are covered in this volume. Nonsmooth analysis has an important role to play in this area as can be seen from articles using these tools to develop Newton and path following methods for constrained nonlinear systems and complementarity problems. Convergence issues are covered in the context of active set methods, global algorithms for pseudomonotone variational inequalities, successive convex relaxation and proximal point algorithms. Theoretical contributions to the connectedness of solution sets and constraint qualifications in the growing area of mathematical programs with equilibrium constraints are also presented. A relaxation approach is given for solving such problems. Finally, computational issues related to preprocessing mixed complementarity problems are addressed Mathematics Information theory Artificial intelligence Mathematical optimization Engineering mathematics Economics Optimization Theory of Computation Artificial Intelligence (incl. Robotics) Appl.Mathematics/Computational Methods of Engineering Economic Theory Künstliche Intelligenz Mathematik Wirtschaft Komplementaritätsproblem (DE-588)4164877-8 gnd rswk-swf 1\p (DE-588)1071861417 Konferenzschrift 1999 Madison Wis. gnd-content Komplementaritätsproblem (DE-588)4164877-8 s 2\p DE-604 Ferris, Michael C. edt Mangasarian, Olvi L. edt Pang, Jong-Shi edt Applied Optimization 50 (DE-604)BV010841718 50 https://doi.org/10.1007/978-1-4757-3279-5 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Complementarity: Applications, Algorithms and Extensions Applied Optimization Mathematics Information theory Artificial intelligence Mathematical optimization Engineering mathematics Economics Optimization Theory of Computation Artificial Intelligence (incl. Robotics) Appl.Mathematics/Computational Methods of Engineering Economic Theory Künstliche Intelligenz Mathematik Wirtschaft Komplementaritätsproblem (DE-588)4164877-8 gnd |
| subject_GND | (DE-588)4164877-8 (DE-588)1071861417 |
| title | Complementarity: Applications, Algorithms and Extensions |
| title_auth | Complementarity: Applications, Algorithms and Extensions |
| title_exact_search | Complementarity: Applications, Algorithms and Extensions |
| title_full | Complementarity: Applications, Algorithms and Extensions edited by Michael C. Ferris, Olvi L. Mangasarian, Jong-Shi Pang |
| title_fullStr | Complementarity: Applications, Algorithms and Extensions edited by Michael C. Ferris, Olvi L. Mangasarian, Jong-Shi Pang |
| title_full_unstemmed | Complementarity: Applications, Algorithms and Extensions edited by Michael C. Ferris, Olvi L. Mangasarian, Jong-Shi Pang |
| title_short | Complementarity: Applications, Algorithms and Extensions |
| title_sort | complementarity applications algorithms and extensions |
| topic | Mathematics Information theory Artificial intelligence Mathematical optimization Engineering mathematics Economics Optimization Theory of Computation Artificial Intelligence (incl. Robotics) Appl.Mathematics/Computational Methods of Engineering Economic Theory Künstliche Intelligenz Mathematik Wirtschaft Komplementaritätsproblem (DE-588)4164877-8 gnd |
| topic_facet | Mathematics Information theory Artificial intelligence Mathematical optimization Engineering mathematics Economics Optimization Theory of Computation Artificial Intelligence (incl. Robotics) Appl.Mathematics/Computational Methods of Engineering Economic Theory Künstliche Intelligenz Mathematik Wirtschaft Komplementaritätsproblem Konferenzschrift 1999 Madison Wis. |
| url | https://doi.org/10.1007/978-1-4757-3279-5 |
| volume_link | (DE-604)BV010841718 |
| work_keys_str_mv | AT ferrismichaelc complementarityapplicationsalgorithmsandextensions AT mangasarianolvil complementarityapplicationsalgorithmsandextensions AT pangjongshi complementarityapplicationsalgorithmsandextensions |