Can I read Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172) on EtoBox?

Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172) by Roman A. Polyak is a nonfiction available to read on EtoBox.

What is Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172) about?

"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

Who reads Introduction to Continuous Optimization (Springer Optimization and Its Applications, 172)?

Author

Roman A. Polyak

Publisher

Springer International Publishing AG

Published

2021

Language

EN

ISBN

9783030687113

Category

nonfiction

Subjects

Mathematics, Optimization. Operations Research, Stem