An Optimization Primer

Name: An Optimization Primer
Brand: Springer, Berlin
SKU: 9783030762773
Price: 39.0 EUR
Availability: InStock

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

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-18 dní

39.00 €

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

Informácie o knihe

Autor

Johannes O. Royset, Roger J-B Wets

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2023

Stránok

676

EAN

9783030762773

Enbook ID

43083422

Vydavateľ

Springer, Berlin

Hmotnosť

1294

Rozmery

178 x 254

Kompletný 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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