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Könyv Optimization Primer Johannes O. Royset

Optimization Primer

Szerző: Johannes O. Royset, Roger J. Wets
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Springer Nature Switzerland AG
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
32 242 Ft
This richly illustrated book introduces the subject of optimization to a broad audience with a balan...

Információk a könyvről

Szerző
Johannes O. Royset, Roger J. Wets
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2022
oldal
677
EAN
9783030762742
ISBN
3030762742
Enbook ID
37628870
Kiadó
Springer Nature Switzerland AG
Súly
1641
Méretek
178 x 254 x 41

Teljes leírás

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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