Basics of Optimization Theory Hardback
by Arthur David Snider
Part of the Synthesis Lectures on Mathematics & Statistics series
Hardback
Description
This book presents a short introduction to the main tools of optimization methodology including linear programming, steepest descent, conjugate gradients, and the Karush-Kuhn-Tucker-John conditions.
Each topic is developed in terms of a specific physical model, so that the strategy behind every step is motivated by a logical, concrete, easily visualized objective.
A quick perusal of the Fibonacci search algorithm provides a simple and tantalizing first encounter with optimization theory, and a review of the max-min exposition of one-dimensional calculus prepares readers for the more sophisticated topics found later in the book.
Notable features are the innovative perspectives on the simplex algorithm and Karush-Kuhn-Tucker-John conditions as well as a wealth of helpful diagrams.
The author provides pointers to references for readers who would like to learn more about rigorous definitions, proofs, elegant reformulations and extensions, and case studies.
However, the book is sufficiently self-contained to serve as a reliable resource for readers who wish to exploit commercially available optimization software without investing the time to develop expertise in its aspects. This book also:Features innovative perspectives on the simplex algorithm and Krushal-Kuhn-Tucker-John conditionsServes as a resource for readers to use the tools of optimization without needing to acquire expertise in the theoryFeatures plentiful resources that focus on rigorous definitions, proofs, and case studies
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:143 pages, 59 Illustrations, color; 121 Illustrations, black and white; VIII, 143 p. 180 illus., 59
- Publisher:Springer International Publishing AG
- Publication Date:11/08/2023
- Category:
- ISBN:9783031292187
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:143 pages, 59 Illustrations, color; 121 Illustrations, black and white; VIII, 143 p. 180 illus., 59
- Publisher:Springer International Publishing AG
- Publication Date:11/08/2023
- Category:
- ISBN:9783031292187