Download Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172) PDF Free - Full Version
Download Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172) by Roman A Polyak in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172)
This self-contained monograph presents the reader with an authoritative view of Continuous Optimization, an area of mathematical optimization that has experienced major developments during the past 40 years. The book contains results which have not yet been covered in a systematic way as well as a summary of results on NR theory and methods developed over the last several decades. The readership is aimed to graduate students in applied mathematics, computer science, economics, as well as researchers working in optimization and those applying optimization methods for solving real life problems. Sufficient exercises throughout provide graduate students and instructors with practical utility in a two-semester course in Continuous Optimization. The topical coverage includes interior point methods, self-concordance theory and related complexity issues, first and second order methods with accelerated convergence, nonlinear rescaling (NR) theory and exterior point methods, just to mention a few. The book contains a unified approach to both interior and exterior point methods with emphasis of the crucial duality role. One of the main achievements of the book shows what makes the exterior point methods numerically attractive and why. The book is composed in five parts. The first part contains the basics of calculus, convex analysis, elements of unconstrained optimization, as well as classical results of linear and convex optimization. The second part contains the basics of self-concordance theory and interior point methods, including complexity results for LP, QP, and QP with quadratic constraint, semidefinite and conic programming. In the third part, the NR and Lagrangian transformation theories are considered and exterior point methods are described. Three important problems in finding equilibrium are considered in the fourth part. In the fifth and final part of the book, several important applications arising in economics, structural optimization, medicine, statistical learning theory, and more, are detailed. Numerical results, obtained by solving a number of real life and test problems, are also provided.
Detailed Information
| Author: | Roman A Polyak |
|---|---|
| Publication Year: | 2021 |
| ISBN: | 9783030687113 |
| Pages: | 552 |
| Language: | English |
| File Size: | 3 |
| Format: | |
| Price: | FREE |
Safe & Secure Download - No registration required
Why Choose PDFdrive for Your Free Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172) Download?
- 100% Free: No hidden fees or subscriptions required for one book every day.
- No Registration: Immediate access is available without creating accounts for one book every day.
- Safe and Secure: Clean downloads without malware or viruses
- Multiple Formats: PDF, MOBI, Mpub,... optimized for all devices
- Educational Resource: Supporting knowledge sharing and learning
Frequently Asked Questions
Is it really free to download Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172) PDF?
Yes, on https://PDFdrive.to you can download Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172) by Roman A Polyak completely free. We don't require any payment, subscription, or registration to access this PDF file. For 3 books every day.
How can I read Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172) on my mobile device?
After downloading Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172) PDF, you can open it with any PDF reader app on your phone or tablet. We recommend using Adobe Acrobat Reader, Apple Books, or Google Play Books for the best reading experience.
Is this the full version of Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172)?
Yes, this is the complete PDF version of Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172) by Roman A Polyak. You will be able to read the entire content as in the printed version without missing any pages.
Is it legal to download Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172) PDF for free?
https://PDFdrive.to provides links to free educational resources available online. We do not store any files on our servers. Please be aware of copyright laws in your country before downloading.
The materials shared are intended for research, educational, and personal use in accordance with fair use principles.
