0
Your cart

Your cart is empty

Books > Science & Mathematics > Mathematics > Optimization

Buy Now

Introduction to Continuous Optimization (Hardcover, 1st ed. 2021) Loot Price: R3,932
Discovery Miles 39 320
Introduction to Continuous Optimization (Hardcover, 1st ed. 2021): Roman A. Polyak

Introduction to Continuous Optimization (Hardcover, 1st ed. 2021)

Roman A. Polyak

Series: Springer Optimization and Its Applications, 172

 (sign in to rate)
Loot Price R3,932 Discovery Miles 39 320 | Repayment Terms: R368 pm x 12*

Bookmark and Share

Expected to ship within 12 - 19 working days

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.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Series: Springer Optimization and Its Applications, 172
Release date: April 2021
First published: 2021
Authors: Roman A. Polyak
Dimensions: 235 x 155mm (L x W)
Format: Hardcover
Pages: 541
Edition: 1st ed. 2021
ISBN-13: 978-3-03-068711-3
Categories: Books > Science & Mathematics > Mathematics > Optimization > General
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
Promotions
LSN: 3-03-068711-2
Barcode: 9783030687113

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

BI Statistical Methods - Volume I…
Peter Walley Hardcover R2,831 Discovery Miles 28 310
Continental Adventures
Charlotte Anne Eaton Paperback R605 Discovery Miles 6 050
Continental Adventures
Charlotte Anne Eaton Paperback R565 Discovery Miles 5 650
Handbook of Experimental Game Theory
C. M. Capra, Rachel T. A. Croson, … Hardcover R6,736 Discovery Miles 67 360
Sparse Polynomial Optimization: Theory…
Victor Magron, Jie Wang Hardcover R2,308 Discovery Miles 23 080
Comparing Fairness - Relative Criteria…
Roger A. McCain Hardcover R3,031 Discovery Miles 30 310
The History and Allure of Interactive…
Mark Kretzschmar, Sara Raffel Hardcover R3,197 Discovery Miles 31 970
Motion Control: Multi-faceted Movement…
Yoram Baram Hardcover R3,353 Discovery Miles 33 530
Learn Game Theory
Albert Rutherford Hardcover R729 Discovery Miles 7 290
Extremum Seeking through Delays and PDEs
Tiago Roux Oliveira, Miroslav Krstic Hardcover R3,418 R3,083 Discovery Miles 30 830
Retail Arbitrage - How to Make Money…
Tony Bennis Hardcover R737 Discovery Miles 7 370
Convex Optimization for Machine Learning
Changho Suh Hardcover R3,177 Discovery Miles 31 770

See more

Partners