Most ebook files are in PDF format, so you can easily read them using various software such as Foxit Reader or directly on the Google Chrome browser.
Some ebook files are released by publishers in other formats such as .awz, .mobi, .epub, .fb2, etc. You may need to install specific software to read these formats on mobile/PC, such as Calibre.
Please read the tutorial at this link: https://ebookbell.com/faq
We offer FREE conversion to the popular formats you request; however, this may take some time. Therefore, right after payment, please email us, and we will try to provide the service as quickly as possible.
For some exceptional file formats or broken links (if any), please refrain from opening any disputes. Instead, email us first, and we will try to assist within a maximum of 6 hours.
EbookBell Team
5.0
100 reviews
ISBN 10: 0387249761
ISBN 13: 9780387249766
Author: Wenyu Sun; Ya-Xiang Yuan
Optimization Theory and Methods can be used as a textbook for an optimization course for graduates and senior undergraduates. It is the result of the author's teaching and research over the past decade. It describes optimization theory and several powerful methods. For most methods, the book discusses an idea’s motivation, studies the derivation, establishes the global and local convergence, describes algorithmic steps, and discusses the numerical performance.
Introduction
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
nonlinear optimization methods
nonlinear optimization problem example
discrete optimization methods
optimization theory and applications
nonlinear optimization model
Tags: Wenyu Sun, Ya Xiang Yuan, Optimization, Nonlinear
