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Reformulation: Nonsmooth, Piecewise Smooth, Semismooth and Smoothing MethodsReformulation: Nonsmooth, Piecewise Smooth, Semismooth and Smoothing Methods

Reformulation: Nonsmooth, Piecewise Smooth, Semismooth and Smoothing Methods

Masao Fukushima

About this book

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.

Details

Publisher
Springer Science & Business Media
Pages
440
ISBN-13
9781475763881
OL Work ID
OL19899222W

Subjects

MathematicsMathematical optimizationSpecial FunctionsProgramming (mathematics)Functions, specialMathematics, generalMathematical Modeling and Industrial MathematicsOptimizationCalculus of Variations and Optimal Control; Optimization

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