Optimization Primer

Name: Optimization Primer
Brand: Springer Nature Switzerland AG
SKU: 9783030762742
Price: 87.8 EUR
Availability: InStock

Автор: Johannes O. Royset, Roger J. Wets

Език:

Корици: С твърди корици

Издател: Springer Nature Switzerland AG

Наличност: Външен склад

Изпращаме след 10-13 дни

87.80 € 171.72 лв

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

Информация за книгата

Автор

Johannes O. Royset, Roger J. Wets

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2022

страници

677

EAN

9783030762742

ISBN

3030762742

Enbook ID

37628870

Издател

Springer Nature Switzerland AG

Теглоt

1641

Размери

178 x 254 x 41

Пълно описание

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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Информация за книгата

Пълно описание

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