02162nam a22003497a 4500 OSt 20260326122027.0 230314s2023 paua frb 001 0 eng 2023009070 9781611977615 DLC eng rda DLC DLC clrauoh 519.7 Beck, Amir, author. Introduction to nonlinear optimization : theory, algorithms and applications with Python and MATLAB / Amir Beck Second edition. Philadelphia : Society for Industrial and Applied Mathematics, 2023 xxi, 351 pages : illustrations (some color). text txt rdacontent unmediated n rdamedia volume nc rdacarrier MOS-SIAM series on optimization Includes bibliographical references (pages 434-347) and index. Mathematical preliminaries -- Optimality conditions for unconstrained optimization -- Least squares -- The gradient method -- Newton's method -- Convex sets -- Convex functions -- Convex optimization -- Optimization over a convex set -- Optimality conditions for linearly constrined problems -- The KKT conditions -- Duality. "This book is a modern introduction to the area of optimization. Its objective is to provide the foundations of theory and algorithms of nonlinear optimization, as well as to present a variety of applications from diverse areas of applied sciences"-- Provided by publisher. MATLAB. Mathematical optimization. Nonlinear theories. Functional analysis msc Miscellaneous applications of functional analysis Applications in optimization, convex analysis, mathematical programming, economics. Calculus of variations and optimal control; optimization msc Optimality conditions None of the above, but in this section. Online version: Beck, Amir. Introduction to nonlinear optimization Second edition. Philadelphia : Society for Industrial and Applied Mathematics, [2023] 9781611977622 (DLC) 2023009071 ddc BOOK 0 7001 7001 2026-03-26 12:16:27 35672011214 0 519.7 B393i 2023 35672011214 1 2026-03-26 BOOK 0 ddc 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2025-12-16 128880.00 2026-03-26 12:16:00 35672011215 0 519.7 B393i 2023 35672011215 2 2026-03-26 BOOK 0 ddc 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2025-12-16 128880.00 2026-03-26 12:16:00 35672011216 0 519.7 B393i 2023 35672011216 3 2026-03-26 BOOK 0 ddc 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2025-12-16 128880.00