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Convex Optimization: Introductory Course PDF

254 Pages·2021·1.6 MB·English
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by Mikhail Moklyachuk| 2021| 254 pages| 1.6| English

About Convex Optimization: Introductory Course

This book provides easy access to the basic principles and methods for solving constrained and unconstrained convex optimization problems. Included are sections that basic methods for solving constrained and unconstrained optimization problems with differentiable objective functions; convex sets and their properties; convex functions and their properties and generalizations; and basic principles of sub-differential calculus and convex programming problems. Convex Optimization provides detailed proofs for most of the results presented in the book and also includes many figures and exercises for a better understanding of the material. Exercises are given at the end of each chapter, with solutions and hints to selected exercises given at the end of the book. Undergraduate and graduate students, researchers in different disciplines, as well as practitioners will all benefit from this accessible approach to convex optimization methods.

Detailed Information

Author:Mikhail Moklyachuk
Publication Year:2021
ISBN:9781786306838
Pages:254
Language:English
File Size:1.6
Format:PDF
Price:FREE
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