An Optimization Primer

Name: An Optimization Primer
Brand: Springer, Berlin
SKU: 9783030762773
Price: 896 CZK
Availability: InStock

Autor: Johannes O. Royset, Roger J-B Wets

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

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-B Wets

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2023

Stránek

676

EAN

9783030762773

Enbook ID

43083422

Vydavatel

Springer, Berlin

Hmotnost

1294

Rozměry

178 x 254

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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