An Optimization Primer (Springer Series in Operations Research and Financial Engineering) free ebook download.

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An Optimization Primer (Springer Series in Operations Research and Financial Engineering) free ebook download

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Author(s):	no autor

Date:	2021	Format:	7z	Language:	English	ISBN/ASIN:	3030762742
Pages:	694	OCR:		Quality:		ISBN13:
Uploader:	topron	Upload Date:	4/11/2022 10:05:57 AM

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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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3112893	Book	https://nitro.download/view/4D97A5A262B7...		0.00	topron

Tags: Engineering Financial Operations Optimization Primer Research Springer

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