Optimization

Algorithms and Consistent Approximations

Häftad, Engelska, 2012

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This book deals with optimality conditions, algorithms, and discretization tech niques for nonlinear programming, semi-infinite optimization, and optimal con trol problems.

Produktinformation

Utgivningsdatum2012-12-21
Mått155 x 235 x 47 mm
Vikt1 188 g
FormatHäftad
SpråkEngelska
SerieApplied Mathematical Sciences
Antal sidor782
FörlagSpringer-Verlag New York Inc.
ISBN9781461268611

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Contents: Unconstrained Optimization.- Optimality Conditions.- Algorithm Models and Convergence Conditions I.- Gradient Methods.- Newton's Method.- Methods of Conjugate Directions.- Quasi-Newton Methods.- One Dimensional Optimization.- Newton's Method for Equations and Inequalities.- Finite Minimax and Constrained Optimization.- Optimality Conditions for Minimax.- Optimality Conditions for Constrained Optimization.- Algorithm Models and Convergence Conditions II.- First-Order Minimax Algorithms.- Newton's Method for Minimax Problems.- Phase I. Phase II Methods of Centers .- Penalty Function Algorithms.- An Augmented Lagrangian Method.