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Constrained Optimization and Lagrange Multiplier Methods (Computer Science & Applied Mathematics)

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Constrained Optimization and Lagrange Multiplier Methods (Computer Science & Applied Mathematics) image
ISBN-10:

0120934809

ISBN-13:

9780120934805

Author(s): Bertsekas, Dimitri P.
Released: Jan 01, 1982
Publisher: Academic Pr
Format: Hardcover, 395 pages
Related ISBN: 9781886529045
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Description:

This widely referenced textbook, first published in 1982 by Academic Press, is the authoritative and comprehensive treatment of some of the most widely used constrained optimization methods, including the augmented Lagrangian/multiplier and sequential quadratic programming methods. Among its special features, the book: 1) treats extensively augmented Lagrangian methods, including an exhaustive analysis of the associated convergence and rate of convergence properties 2) develops comprehensively sequential quadratic programming and other Lagrangian methods 3) provides a detailed analysis of differentiable and nondifferentiable exact penalty methods 4) presents nondifferentiable and minimax optimization methods based on smoothing 5) contains much in depth research not found in any other textbook

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