Perturbation Analysis of Optimization Problems:
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Bibliographic Details
Main Author: Bonnans, J. Frédéric (Author)
Format: Electronic eBook
Language:English
Published: New York, NY Springer New York 2000
Series:Springer Series in Operations Research
Subjects:
Online Access:Volltext
Item Description:The main subject of this book is perturbation analysis of continuous optimization problems. In the last two decades considerable progress has been made in that area, and it seems that it is time now to present a synthetic view of many important results that apply to various classes of problems. The model problem that is considered throughout the book is of the form (P) Min/(x) subjectto G(x) E K. xeX Here X and Y are Banach spaces, K is a closed convex subset of Y, and / : X -+ IR and G : X -+ Y are called the objective function and the constraint mapping, respectively. We also consider a parameteriZed version (P ) of the above u problem, where the objective function / (x, u) and the constraint mapping G(x, u) are parameterized by a vector u varying in a Banach space U. Our aim is to study continuity and differentiability properties of the optimal value v(u) and the set S(u) of optimal solutions of (P ) viewed as functions of the parameter vector u
Physical Description:1 Online-Ressource (XVIII, 601 p)
ISBN:9781461213949
9781461271291
ISSN:1431-8598
DOI:10.1007/978-1-4612-1394-9

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