Automated Inequality Proving and Discovering
Nonfiction, Science & Nature, Mathematics, Discrete Mathematics, Geometry
| Author: | Bican Xia, Lu Yang | ISBN: | 9789814759137 |
| Publisher: | World Scientific Publishing Company | Publication: | June 21, 2016 |
| Imprint: | WSPC | Language: | English |
| Author: | Bican Xia, Lu Yang |
| ISBN: | 9789814759137 |
| Publisher: | World Scientific Publishing Company |
| Publication: | June 21, 2016 |
| Imprint: | WSPC |
| Language: | English |
This is the first book that focuses on practical algorithms for polynomial inequality proving and discovering. It is a summary of the work by the authors and their collaborators on automated inequality proving and discovering in recent years. Besides brief introduction to some classical results and related work in corresponding chapters, the book mainly focuses on the algorithms initiated by the authors and their collaborators, such as real root counting, real root classification, improved CAD projection, dimension-decreasing algorithm, difference substitution, and so on. All the algorithms were rigorously proved and the implementations are demonstrated by lots of examples in various backgrounds such as algebra, geometry, biological science, and computer science.
Contents:
- Preface
- Basics of Elimination Method
- Zero Decomposition of Polynomial System
- Triangularization of Semi-Algebraic System
- Real Root Counting
- Real Root Isolation
- Real Root Classification
- Open Weak CAD
- Dimension-Decreasing Algorithm
- SOS Decomposition
- Successive Difference Substitution
- Proving Inequalities Beyond the Tarski Model
Readership: Researchers and graduate students in computational real algebraic geometry, optimization and artificial intelligence.
Key Features:
- A series of practical algorithms for automated polynomial inequality proving and discovering
- Lots of detailed demos on how to use the tools based on our algorithms
- Applications to other fields such as polynomial optimization, algebraic biology, and program verification
This is the first book that focuses on practical algorithms for polynomial inequality proving and discovering. It is a summary of the work by the authors and their collaborators on automated inequality proving and discovering in recent years. Besides brief introduction to some classical results and related work in corresponding chapters, the book mainly focuses on the algorithms initiated by the authors and their collaborators, such as real root counting, real root classification, improved CAD projection, dimension-decreasing algorithm, difference substitution, and so on. All the algorithms were rigorously proved and the implementations are demonstrated by lots of examples in various backgrounds such as algebra, geometry, biological science, and computer science.
Contents:
- Preface
- Basics of Elimination Method
- Zero Decomposition of Polynomial System
- Triangularization of Semi-Algebraic System
- Real Root Counting
- Real Root Isolation
- Real Root Classification
- Open Weak CAD
- Dimension-Decreasing Algorithm
- SOS Decomposition
- Successive Difference Substitution
- Proving Inequalities Beyond the Tarski Model
Readership: Researchers and graduate students in computational real algebraic geometry, optimization and artificial intelligence.
Key Features:
- A series of practical algorithms for automated polynomial inequality proving and discovering
- Lots of detailed demos on how to use the tools based on our algorithms
- Applications to other fields such as polynomial optimization, algebraic biology, and program verification
