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Well-posed optimization problems

This book presents in a unified way the mathematical theory of well-posedness in optimization. The basic concepts of well-posedness and the links among them are studied, in particular Hadamard and Tykhonov well-posedness. Abstract optimization problems as well as applications to optimal control, cal...

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Detalles Bibliográficos
Autores principales: Dontchev, Asen L, Zolezzi, Tullio
Lenguaje:eng
Publicado: Springer 1993
Materias:
Acceso en línea:https://dx.doi.org/10.1007/BFb0084195
http://cds.cern.ch/record/1691540
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author Dontchev, Asen L
Zolezzi, Tullio
author_facet Dontchev, Asen L
Zolezzi, Tullio
author_sort Dontchev, Asen L
collection CERN
description This book presents in a unified way the mathematical theory of well-posedness in optimization. The basic concepts of well-posedness and the links among them are studied, in particular Hadamard and Tykhonov well-posedness. Abstract optimization problems as well as applications to optimal control, calculus of variations and mathematical programming are considered. Both the pure and applied side of these topics are presented. The main subject is often introduced by heuristics, particular cases and examples. Complete proofs are provided. The expected knowledge of the reader does not extend beyond textbook (real and functional) analysis, some topology and differential equations and basic optimization. References are provided for more advanced topics. The book is addressed to mathematicians interested in optimization and related topics, and also to engineers, control theorists, economists and applied scientists who can find here a mathematical justification of practical procedures they encounter.
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spelling cern-16915402021-04-21T21:09:05Zdoi:10.1007/BFb0084195http://cds.cern.ch/record/1691540engDontchev, Asen LZolezzi, TullioWell-posed optimization problemsMathematical Physics and MathematicsThis book presents in a unified way the mathematical theory of well-posedness in optimization. The basic concepts of well-posedness and the links among them are studied, in particular Hadamard and Tykhonov well-posedness. Abstract optimization problems as well as applications to optimal control, calculus of variations and mathematical programming are considered. Both the pure and applied side of these topics are presented. The main subject is often introduced by heuristics, particular cases and examples. Complete proofs are provided. The expected knowledge of the reader does not extend beyond textbook (real and functional) analysis, some topology and differential equations and basic optimization. References are provided for more advanced topics. The book is addressed to mathematicians interested in optimization and related topics, and also to engineers, control theorists, economists and applied scientists who can find here a mathematical justification of practical procedures they encounter.Springeroai:cds.cern.ch:16915401993
spellingShingle Mathematical Physics and Mathematics
Dontchev, Asen L
Zolezzi, Tullio
Well-posed optimization problems
title Well-posed optimization problems
title_full Well-posed optimization problems
title_fullStr Well-posed optimization problems
title_full_unstemmed Well-posed optimization problems
title_short Well-posed optimization problems
title_sort well-posed optimization problems
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/BFb0084195
http://cds.cern.ch/record/1691540
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