03164nam a22005055i 4500 978-0-387-24976-6 DE-He213 20260521091832.0 cr nn 008mamaa 100301s2006 xxu| s |||| 0|eng d 9780387249766 99780387249766 10.1007/b106451 doi CICY 519.6 23 Sun, Wenyu. author. Optimization Theory and Methods [recurso electrónico] : Nonlinear Programming / by Wenyu Sun, Ya-Xiang Yuan. Boston, MA : Springer US, 2006. XII, 687 p. online resource. text txt rdacontent computer c rdamedia recurso en línea cr rdacarrier text file PDF rda Springer Optimization and Its Applications ; 1 Line Search -- Newton's Methods -- Conjugate Gradient Method -- Quasi-Newton Methods -- Trust-Region Methods and Conic Model Methods -- Solving Nonlinear Least-Squares Problems -- Theory of Constrained Optimization -- Quadratic Programming -- Penalty Function Methods -- Feasible Direction Methods -- Sequential Quadratic Programming -- Trust-Region Methods for Constrained Problems -- Nonsmooth Optimization. This book, a result of the authors' teaching and research experience in various universities and institutes over the past ten years, can be used as a textbook for an optimization course for graduates and senior undergraduates. It systematically describes optimization theory and several powerful methods, including recent results. For most methods, the authors discuss an idea's motivation, study the derivation, establish the global and local convergence, describe algorithmic steps, and discuss the numerical performance. The book deals with both theory and algorithms of optimization concurrently. It also contains an extensive bibliography with 366 references. Finally, apart from its use for teaching, Optimization Theory and Methods is also very beneficial for doing research. Audience This book is intended for senior students, graduates, teachers, and researchers in optimization, operations research, computational mathematics, applied mathematics, and some engineering and economics. It will also be useful for scientists in engineering and economics. MATHEMATICS. COMPUTER SCIENCE. NUMERICAL ANALYSIS. MATHEMATICAL OPTIMIZATION. OPERATIONS RESEARCH. MATHEMATICS. OPTIMIZATION. NUMERICAL ANALYSIS. OPERATIONS RESEARCH, MATHEMATICAL PROGRAMMING. COMPUTATIONAL SCIENCE AND ENGINEERING. Yuan, Ya-Xiang. author. SpringerLink (Online service) Springer eBooks Printed edition: 9780387249759 Springer Optimization and Its Applications ; 1 http://dx.doi.org/10.1007/b106451 Ver el texto completo en las instalaciones del CICY ddc ER 32305 32305 0 0 ddc 0 0 LE CICY CICY EL 2025-07-10 0 519.6 2025-07-10 08:39:32 2025-07-10 ER