01926 a2200241 4500003000500000005001700005010001700022020004000039040000900079082001500088245008600103260004400189300003500233490001700268505110900285650002501394650003101419650004501450700003401495942001201529999001901541952012401560Nust20221125115435.0 a 2002042915 a3540001913 (pbk. : acid-free paper) cNust00a519.3, BON10aNumerical optimization :btheoretical and practical aspects cJ. Frederic Bonnans aBerlin ;aNew York :bSpringer,cc2003. axiii, 419 p. :bill. ;c24 cm.0 aUniversitext aGeneral 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).  0aComputer algorithms. 0aMathematical optimization. 0aNumerical analysisxData processing.9721 aBonnans, J. F.d1957-9103595 2ddccBK c212526d212526 00102ddc4070aMCSbMCScGENd2016-12-12o519.3, BONpMCS37146r2016-12-08w2016-12-12yBKzAlmirah No.14, Shelf No.3