Gröbner Bases: Statistics and Software Systems

Author:   Takayuki Hibi
Publisher:   Springer Verlag, Japan
Edition:   2013 ed.
ISBN:  

9784431545736


Pages:   474
Publication Date:   17 January 2014
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Gröbner Bases: Statistics and Software Systems


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Overview

The idea of the Gröbner basis first appeared in a 1927 paper by F. S. Macaulay, who succeeded in creating a combinatorial characterization of the Hilbert functions of homogeneous ideals of the polynomial ring. Later, the modern definition of the Gröbner basis was independently introduced by Heisuke Hironaka in 1964 and Bruno Buchberger in 1965. However, after the discovery of the notion of the Gröbner basis by Hironaka and Buchberger, it was not actively pursued for 20 years. A breakthrough was made in the mid-1980s by David Bayer and Michael Stillman, who created the Macaulay computer algebra system with the help of the Gröbner basis. Since then, rapid development on the Gröbner basis has been achieved by many researchers, including Bernd Sturmfels. This book serves as a standard bible of the Gröbner basis, for which the harmony of theory, application, and computation are indispensable. It provides all the fundamentals for graduate students to learn the ABC’s of the Gröbner basis, requiring no special knowledge to understand those basic points. Starting from the introductory performance of the Gröbner basis (Chapter 1), a trip around mathematical software follows (Chapter 2). Then comes a deep discussion of how to compute the Gröbner basis (Chapter 3). These three chapters may be regarded as the first act of a mathematical play. The second act opens with topics on algebraic statistics (Chapter 4), a fascinating research area where the Gröbner basis of a toric ideal is a fundamental tool of the Markov chain Monte Carlo method. Moreover, the Gröbner basis of a toric ideal has had a great influence on the study of convex polytopes (Chapter 5). In addition, the Gröbner basis of the ring of differential operators gives effective algorithms on holonomic functions (Chapter 6). The third act (Chapter 7) is a collection of concrete examples and problems for Chapters 4, 5 and 6 emphasizing computation by using various softwaresystems.

Full Product Details

Author:   Takayuki Hibi
Publisher:   Springer Verlag, Japan
Imprint:   Springer Verlag, Japan
Edition:   2013 ed.
Dimensions:   Width: 15.50cm , Height: 2.70cm , Length: 23.50cm
Weight:   8.572kg
ISBN:  

9784431545736


ISBN 10:   4431545735
Pages:   474
Publication Date:   17 January 2014
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

A Quick Introduction to Gröbner Bases.- Warm-up Drills and Tips for Mathematical Software.- Computation of Gröbner Bases.- Markov Bases and Designed Experiments.- Convex Polytopes and Gröbner Bases.- Gröbner Basis for Rings of Differential Operators and Applications.- Examples and Exercises.  

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