TY  - BOOK
AU  - 
AU  - 
ED  - SpringerLink (Online service)
TI  - Optimization Theory and Methods: Nonlinear Programming 
T2  - Springer Optimization and Its Applications
SN  - 9780387249766
AV  - QA402.5-402.6 
U1  - 519.6 23
PY  - 2006///
CY  - Boston, MA
PB  - Springer US
KW  - Mathematics
KW  - Computer science
KW  - Numerical analysis
KW  - Mathematical optimization
KW  - Operations research
KW  - Optimization
KW  - Numerical Analysis
KW  - Operations Research, Mathematical Programming
KW  - Computational Science and Engineering
N1  - Line Search -- Newtons 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; ZDB-2-SMA
N2  - 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 ideas 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
UR  - http://dx.doi.org/10.1007/b106451
ER  -