Optimization Primer

Name: Optimization Primer
Brand: Springer Nature Switzerland AG
SKU: 9783030762742
Price: 460.73 RON
Availability: InStock

Autor: Johannes O. Royset, Roger J. Wets

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Legare: Copertă tare

Editura: Springer Nature Switzerland AG

Disponibilitate: În depozitul extern

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460.73 lei

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

Informații despre carte

Autor

Johannes O. Royset, Roger J. Wets

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2022

Pagini

677

EAN

9783030762742

ISBN

3030762742

Enbook ID

37628870

Editura

Springer Nature Switzerland AG

Greutate

1641

Dimensiuni

178 x 254 x 41

Descriere completă

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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