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Nocedal, Jorge

Numerical optimization / Jorge Nocedal, Stephen J. Wright - xx, 636 pages : illustrations ; 24 cm - Springer series in operations research . - Springer series in operations research .

Includes bibliographical references (pages 611-623) and index

Fundamentals of unconstrained optimization -- Line search methods -- Trust-region methods -- Conjugate gradient methods -- Practical newton methods -- Calculating derivatives -- Quasi-newton methods -- Large-scale quasi-newton and partially separable optimization -- Nonlinear least-squares problems -- Nonlinear equations -- Theory of constrained optimization -- Linear programming: the simplex method -- Linear programming interior-point methods -- Fundamentals of algorithms for nonlinear constrained optimization -- Quadratic programming -- Penalty, barrier, and augmented largrangian methods -- Sequential quadratic programming

ISBN: 0387987932 9780387987934

Subjects--Topical Terms:
Mathematical optimization

LC Class. No.: QA402.5 / .N62 1999

Dewey Class. No.: