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Lectures On Convex Sets (Second Edition)

2019-11-28 Mathematics
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Release : 2019-11-28
Genre : Mathematics
Kind : eBook
Book Rating : 133/5 ( reviews)

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Book Synopsis Lectures On Convex Sets (Second Edition) by : Valeriu Soltan

Download or read book Lectures On Convex Sets (Second Edition) written by Valeriu Soltan. This book was released on 2019-11-28. Available in PDF, EPUB and Kindle. Book excerpt: The book provides a self-contained and systematic treatment of algebraic and topological properties of convex sets in the n-dimensional Euclidean space. It benefits advanced undergraduate and graduate students with various majors in mathematics, optimization, and operations research. It may be adapted as a primary book or an additional text for any course in convex geometry or convex analysis, aimed at non-geometers. It can be a source for independent study and a reference book for researchers in academia.The second edition essentially extends and revises the original book. Every chapter is rewritten, with many new theorems, examples, problems, and bibliographical references included. It contains three new chapters and 100 additional problems with solutions.

Lectures on Convex Sets (Second Edition)

2019 Convex sets
Download Lectures on Convex Sets (Second Edition) PDF Online Free

Author :
Release : 2019
Genre : Convex sets
Kind : eBook
Book Rating : 124/5 ( reviews)

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Book Synopsis Lectures on Convex Sets (Second Edition) by : Valeriu Soltan

Download or read book Lectures on Convex Sets (Second Edition) written by Valeriu Soltan. This book was released on 2019. Available in PDF, EPUB and Kindle. Book excerpt:

Convex Optimization

2004-03-08 Business & Economics
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Release : 2004-03-08
Genre : Business & Economics
Kind : eBook
Book Rating : 783/5 ( reviews)

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Book Synopsis Convex Optimization by : Stephen P. Boyd

Download or read book Convex Optimization written by Stephen P. Boyd. This book was released on 2004-03-08. Available in PDF, EPUB and Kindle. Book excerpt: Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how such problems can be solved numerically with great efficiency. The book begins with the basic elements of convex sets and functions, and then describes various classes of convex optimization problems. Duality and approximation techniques are then covered, as are statistical estimation techniques. Various geometrical problems are then presented, and there is detailed discussion of unconstrained and constrained minimization problems, and interior-point methods. The focus of the book is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. It contains many worked examples and homework exercises and will appeal to students, researchers and practitioners in fields such as engineering, computer science, mathematics, statistics, finance and economics.

Lectures on Convex Optimization

2018-11-19 Mathematics
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Release : 2018-11-19
Genre : Mathematics
Kind : eBook
Book Rating : 789/5 ( reviews)

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Book Synopsis Lectures on Convex Optimization by : Yurii Nesterov

Download or read book Lectures on Convex Optimization written by Yurii Nesterov. This book was released on 2018-11-19. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive, modern introduction to convex optimization, a field that is becoming increasingly important in applied mathematics, economics and finance, engineering, and computer science, notably in data science and machine learning. Written by a leading expert in the field, this book includes recent advances in the algorithmic theory of convex optimization, naturally complementing the existing literature. It contains a unified and rigorous presentation of the acceleration techniques for minimization schemes of first- and second-order. It provides readers with a full treatment of the smoothing technique, which has tremendously extended the abilities of gradient-type methods. Several powerful approaches in structural optimization, including optimization in relative scale and polynomial-time interior-point methods, are also discussed in detail. Researchers in theoretical optimization as well as professionals working on optimization problems will find this book very useful. It presents many successful examples of how to develop very fast specialized minimization algorithms. Based on the author’s lectures, it can naturally serve as the basis for introductory and advanced courses in convex optimization for students in engineering, economics, computer science and mathematics.

Lectures on Convex Geometry

2020-08-27 Mathematics
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Release : 2020-08-27
Genre : Mathematics
Kind : eBook
Book Rating : 809/5 ( reviews)

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Book Synopsis Lectures on Convex Geometry by : Daniel Hug

Download or read book Lectures on Convex Geometry written by Daniel Hug. This book was released on 2020-08-27. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a self-contained introduction to convex geometry in Euclidean space. After covering the basic concepts and results, it develops Brunn–Minkowski theory, with an exposition of mixed volumes, the Brunn–Minkowski inequality, and some of its consequences, including the isoperimetric inequality. Further central topics are then treated, such as surface area measures, projection functions, zonoids, and geometric valuations. Finally, an introduction to integral-geometric formulas in Euclidean space is provided. The numerous exercises and the supplementary material at the end of each section form an essential part of the book. Convexity is an elementary and natural concept. It plays a key role in many mathematical fields, including functional analysis, optimization, probability theory, and stochastic geometry. Paving the way to the more advanced and specialized literature, the material will be accessible to students in the third year and can be covered in one semester.

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