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Reformulation: Nonsmooth, Piecewise Smooth, Semismooth and Smoothing Methods

Reformulation: Nonsmooth, Piecewise Smooth, Semismooth and Smoothing Methods

Nonsmooth, Piecewise Smooth, Semismooth and Smoothing Methods

by Liqun Qi and Masao Fukushima
Paperback
Publication Date: 03/12/2010

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The concept of 'reformulation' has long played an important role in mathematical programming. A classical example is the penalization technique in constrained optimization. More recent trends consist of reformulation of various mathematical programming problems, including variational inequalities and complementarity problems, into equivalent systems of possibly nonsmooth, piecewise smooth or semismooth nonlinear equations, or equivalent unconstrained optimization problems that are usually differentiable, but in general not twice differentiable. The book is a collection of peer-reviewed papers that cover such diverse areas as linear and nonlinear complementarity problems, variational inequality problems, nonsmooth equations and nonsmooth optimization problems, economic and network equilibrium problems, semidefinite programming problems, maximal monotone operator problems, and mathematical programs with equilibrium constraints. The reader will be convinced that the concept of 'reformulation' provides extremely useful tools for advancing the study of mathematical programming from both theoretical and practical aspects.
Audience: This book is intended for students and researchers in optimization, mathematical programming, and operations research.
ISBN:
9781441948052
9781441948052
Category:
Optimization
Format:
Paperback
Publication Date:
03-12-2010
Language:
English
Publisher:
Springer-Verlag New York Inc.
Country of origin:
United States
Pages:
444
Dimensions (mm):
235x155x23mm
Weight:
0.69kg

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