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Mathematical Programming with Data Perturbations de Anthony V. Fiacco

Mathematical Programming with Data Perturbations: Lecture Notes in Pure and Applied Mathematics

Editat de Anthony V. Fiacco
en Limba Engleză Hardback – 2 aug 2017
Presents research contributions and tutorial expositions on current methodologies for sensitivity, stability and approximation analyses of mathematical programming and related problem structures involving parameters. The text features up-to-date findings on important topics, covering such areas as the effect of perturbations on the performance of algorithms, approximation techniques for optimal control problems, and global error bounds for convex inequalities.
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Specificații

ISBN-13: 9781138413252
ISBN-10: 1138413259
Pagini: 456
Dimensiuni: 178 x 254 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Lecture Notes in Pure and Applied Mathematics

Public țintă

Professional

Cuprins

Preface -- Contributors -- Discretization and Mesh-Independence of Newton’s Method for Generalized Equations /Walter Alt -- Extended Quadratic Tangent Optimization Problems /J. F. Bonnans -- On Generalized Differentiability of Optimal Solutions in Nonlinear Parametric Optimization /S. Dempe -- Characterizations of Lipschitzian Stability in Nonlinear Programming /A. L. Dontchev and R. T. Rockafellar -- On Second Order Sufficient Conditions for Structured Nonlinear Programs in Infinite-Dimensional Function Spaces /J. C. Dunn -- Algorithmic Stability Analysis for Certain Trust Region Methods /Ursula Felgenhauer -- A Note on Using Linear Knowledge to Solve Efficiently Linear Programs Specified with Approximate Data /Sharon Filipowski -- On the Role of the Mangasarian-Fromovitz Constraint Qualification for Penalty-, Exact Penalty-, and Lagrange Multiplier Methods /Jurgen Guddat, Francisco Guerra, and Dieter Nowack -- Hoffman’s Error Bound for Systems of Convex Inequalities /Diethard Klatte -- Lipschitzian and Pseudo-Lipschitzian Inverse Functions and Applications to Nonlinear Optimization /Bernd Kummer -- On Well-Posedness and Stability Analysis in Optimization /R. Lucchetti and T. Zolezzi -- Convergence of Approximations to Nonlinear Optimal Control Problems /Kazimierz Malanowski, Christof Bits kens, and Helmut Maurer -- A Perturbation-Based Duality Classification for Max-Flow Min-Cut Problems of Strang and Iri /Ryohei Nozawa and K. O. Kortanek -- Central and Peripheral Results in the Study of Marginal and Performance Functions? /Jean-Paul Penot -- Topological Stability of Feasible Sets in Semi-infinite Optimization: A Tutorial /Jan-J. Riickmann -- Solution Existence for Infinite Quadratic Programming /I. E. Schochetman, R. L. Smith, and S. K. Tsui -- Sensitivity Analysis of Nonlinear Programming Problems via Minimax Functions /S. Shiraishi -- Parametric Linear Complementarity Problems /Klaus Tammer -- Sufficient Conditions for Weak Sharp Minima of Order Two and Directional Derivatives of the Value Function /Doug Ward -- Index.

Notă biografică

ANTHONY V. FIACCO is Professor Emeritus of Operations Research and Applied Science at George Washington University, Washington, D.C. From 1960 to 1971, Dr. Fiacco was an Operations Analyst for the Research Analysis Corporation in McLean, Virginia, where he was Project Chairman of a study that pioneered several breakthroughs in nonlinear programming (NLP) methodology. He is the author or coauthor of numerous papers on NLP theory and applications, the coauthor with Garth P. McCormick in 1968 of a Lanchester prize-winning book on barrier and penalty function methodology, and the editor of several books, including Mathematical Programming with Data Perturbations I and II (both titles, Marcel Dekker, Inc.). A prominent contributor to the development of computable methods for sensitivity and stability analysis, Dr. Fiacco received the Ph.D. degree 1967 in applied mathematics from Northwestern University, Evanston, Illinois. Since 1979, he has organized, at the George Washington University, the only annual conference completely devoted to sensitivity and stability issues.

Descriere

Describes various methodologies for sensitivity, stability and approximation analysis of mathematical programming and related problem structures involving parameters. This text covers such areas as the effect of perturbations on the performance of algorithms, and approximation techniques for optimal control problems.