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http://thuvienso.bvu.edu.vn/handle/TVDHBRVT/15614| Title: | Descent and Interior-point Methods: Convexity and Optimization – Part III - eBooks and textbooks from bookboon.com |
| Authors: | Lindahl, Lars-Åke |
| Keywords: | Optimization Tối ưu hóa |
| Issue Date: | 2016 |
| Publisher: | bookboon.com |
| Citation: | 1st edition |
| Abstract: | This third and final part of Convexity and Optimization discusses some optimization methods which, when carefully implemented, are efficient numerical optimization algorithms. We begin with a very brief general description of descent methods and then proceed to a detailed study of Newton's method. One chapter is devoted to self-concordant functions, and the convergence rate of Newton's method when applied to self-concordant functions is studied. We conclude by studying of the complexity of LP-problems. |
| URI: | http://thuvienso.bvu.edu.vn/handle/TVDHBRVT/15614 |
| ISBN: | 9788740313840 |
| Appears in Collections: | Calculus (bookboon.com) |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| Descent-and-Interior-point-Methods.pdf | 4,47 MB | Adobe PDF |  Sign in to read |
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