NUST Institutions Library Catalogue

Numerical optimization : theoretical and practical aspects J. Frederic Bonnans

Contributor(s): Bonnans, J. F, 1957-Series: UniversitextPublisher: Berlin ; New York : Springer, c2003Description: xiii, 419 p. : ill. ; 24 cmISBN: 3540001913 (pbk. : acid-free paper)Subject(s): Computer algorithms | Mathematical optimization | Numerical analysis -- Data processingDDC classification: 519.3, BON
Contents:
General Introduction (Page-3),Basic Methods (Page-25),Line-Searches (Page-37),Newtonian Methods (Page-51),Conjugate Gradient (Page-67),Special Methods (Page-77),A Case Study: Seismic Reection Tomography (Page-97),Introduction to Nonsmooth Optimization (Page-109),Some Methods in Nonsmooth Optimization (Page-119),Bundle Methods. The Quest for Descent (Page-137),Applications of Nonsmooth Optimization (Page-161), Computational Exercises (Page-183),Background (Page-197),Local Methods for Problems with Equality Constraints (Page-215),Local Methods for Problems with Equality and Inequality Constraints (Page-255),Exact Penalization (Page-271),Globalization by Line-Search (Page-289),Quasi-Newton Versions (Page-323), Linearly Constrained Optimization and Simplex Algorithms (Page-353),Linear Monotone Complementarity and Associated Vectors Fields (Page-371),Predictor-Corrector Algorithms (Page-395),Non-Feasible Algorithms (Page-411),Self-Duality (Page-425),One-Step Methods (Page-435),Complexity of Linear Optimization Problems with Integer Data (Page-451),Karmarkar’s Algorithm (Page-457).
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Item type Current location Home library Shelving location Call number URL Status Notes Date due Barcode Item holds
Book Book Military College of Signals (MCS)
Military College of Signals (MCS)
General Stacks 519.3, BON (Browse shelf) Link to resource Available Almirah No.14, Shelf No.3 MCS37146
Total holds: 0

General Introduction (Page-3),Basic Methods (Page-25),Line-Searches (Page-37),Newtonian Methods (Page-51),Conjugate Gradient (Page-67),Special Methods (Page-77),A Case Study: Seismic Reection Tomography (Page-97),Introduction to Nonsmooth Optimization (Page-109),Some Methods in Nonsmooth Optimization (Page-119),Bundle Methods. The Quest for Descent (Page-137),Applications of Nonsmooth Optimization (Page-161), Computational Exercises (Page-183),Background (Page-197),Local Methods for Problems with Equality Constraints (Page-215),Local Methods for Problems with Equality and Inequality Constraints (Page-255),Exact Penalization (Page-271),Globalization by Line-Search (Page-289),Quasi-Newton Versions (Page-323), Linearly Constrained Optimization and Simplex Algorithms (Page-353),Linear Monotone Complementarity and Associated Vectors Fields (Page-371),Predictor-Corrector Algorithms (Page-395),Non-Feasible Algorithms (Page-411),Self-Duality (Page-425),One-Step Methods (Page-435),Complexity of Linear Optimization Problems with Integer Data (Page-451),Karmarkar’s Algorithm (Page-457).

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