Practical Optimization : Algorithms and Engineering Applications
1st ed. Softcover of orig. ed. 2007
Book Details
Format
Paperback / Softback
ISBN-10
1441943838
ISBN-13
9781441943835
Edition
1st ed. Softcover of orig. ed. 2007
Publisher
Springer-Verlag New York Inc.
Imprint
Springer-Verlag New York Inc.
Country of Manufacture
US
Country of Publication
GB
Publication Date
Nov 5th, 2010
Print length
670 Pages
Weight
1,030 grams
Dimensions
15.40 x 23.50 x 4.10 cms
Ksh 12,600.00
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Practical Optimization: Algorithms and Engineering Applications provides a hands-on treatment of the subject of optimization.
The Optimization Problem.- Basic Principles.- General Properties of Algorithms.- One-Dimensional Optimization.- Basic Multidimensional Gradient Methods.- Conjugate-Direction Methods.- Quasi-Newton Methods.- Minimax Methods.- Applications of Unconstrained Optimization.- Fundamentals of Constrained Optimization.- Linear Programming Part I: The Simplex Method.- Linear Programming Part II: Interior-Point Methods.- Quadratic and Convex Programming.- Semidefinite and Second-Order Cone Programming.- General Nonlinear Optimization Problems.- Applications of Constrained Optimization.
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