Optimization Primer

Name: Optimization Primer
Brand: Springer Nature Switzerland AG
SKU: 9783030762742
Price: 1899 CZK
Availability: InStock

Autor: Johannes O. Royset, Roger J. Wets

Jazyk:

Vazba: Pevná

Vydavatel: Springer Nature Switzerland AG

Dostupnost: Skladem u dodavatele

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This richly illustrated book introduces the subject of optimization to a broad audience with a balan...

Informace o knize

Autor

Johannes O. Royset, Roger J. Wets

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2022

Stránek

677

EAN

9783030762742

ISBN

3030762742

Enbook ID

37628870

Vydavatel

Springer Nature Switzerland AG

Hmotnost

1641

Rozměry

178 x 254 x 41

Kompletní popis

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 analysis would be helpful but is not prerequisite.

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Optimization Primer

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