Undergraduate Convexity: From Fourier and Motzkin to Kuhn...

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Undergraduate Convexity: From Fourier...

Undergraduate Convexity: From Fourier and Motzkin to Kuhn and Tucker

Name: Undergraduate Convexity: From Fourier and Motzkin to Kuhn and Tucker
ISBN: 9789814412537

Niels Lauritzen

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Based on undergraduate teaching to students in computer science, economics and mathematics at Aarhus University, this is an elementary introduction to convex sets and convex functions with emphasis on concrete computations and examples.

Starting from linear inequalities and Fourier-Motzkin elimination, the theory is developed by introducing polyhedra, the double description method and the simplex algorithm, closed convex subsets, convex functions of one and several variables ending with a chapter on convex optimization with the Karush-Kuhn-Tucker conditions, duality and an interior point algorithm.

Readership: Undergraduates focusing on convexity and optimization

Категории:

Mathematics

Год:

2013

Издание:

Издательство:

World Scientific Publishing Company

Язык:

english

Страницы:

300