An Optimization Primer

Language: English

Published by Springer Nature Switzerland AG, CH, 2023

3030762777 / 9783030762773

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This richly illustrated book introduces the subject of optimization to a broad audience with a balanced treatment of theory, models and algorithms. Through numerous examples from statistical learning, operations research, engineering, finance and economics, the text explains how to formulate and justify models while accounting for real-world considerations such as data uncertainty. It goes beyond the classical topics of linear, nonlinear and convex programming and deals with nonconvex and nonsmooth problems as well as games, generalized equations and stochastic optimization.The book teaches theoretical aspects in the context of concrete problems, which makes it an accessible onramp to variational analysis, integral functions and approximation theory. More than 100 exercises and 200 fully developed examples illustrate the application of the concepts. Readers should have some foundation in differential calculus and linear algebra. Exposure to real analysiswould be helpful but is not prerequisite.…

Seller Inventory # LU-9783030762773

Title
An Optimization Primer
Author
Roger J-B Wets, Johannes O. Royset
Publisher
Springer Nature Switzerland AG, CH
Publication year
2023
Condition
New
Binding
Paperback
Language
English
ISBN 10
3030762777
ISBN 13
9783030762773
Edition
2021 ed.
Item weight
1,300 grams
Dimensions
?17.78 x 3.53 x 25.4 cm; 1.3 Kilograms

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