Metric Algebraic Geometry by Paul Breiding, K Kohn, B. Sturmfels
Share this page:-
We need Your Support, Kindly Share this Web Page with Other Friends
Congratulations, the link is avaliable for free download.
About this book :-
This text combines algebraic geometry and differential geometry to solve real-world problems. It focuses on understanding shapes and spaces defined by polynomial equations, which is useful in areas like data science, machine learning, and computer vision. Many applied problems center around metric questions, such as optimization with respect to distances. After a short dive into 19th-century geometry of plane curves, we turn to problems expressed by polynomial equations over the real numbers. The solution sets are real algebraic varieties. Many of our metric problems arise in data science, optimization and statistics. These include minimizing Wasserstein distances in machine learning, maximum likelihood estimation, computing curvature, or minimizing the Euclidean distance to a variety. This book addresses a wide audience of researchers and students and can be used for a one-semester course at the graduate level. The key prerequisite is a solid foundation in undergraduate mathematics, especially in algebra and geometry.
Metric Algebraic Geometry aims to join methods and ideas of (metric) differential geometry with its (real) algebraic counterpart, with a common goal a variety of practical applications in optimization, modeling and analyzing statistical data, machine learning and computer vision. An ambitious goal indeed. The motivating observation is that many problems in those applications can be approached using polynomial equations in several variables and with coefficients in the field of real numbers.
Book Detail :-
This book has following details information.
Title:
Metric Algebraic Geometry by Paul Breiding, K Kohn, B. Sturmfels by NA
Publisher:
Birkhäuser
Series:
freeCompBooks
Year:
2024
Pages:
232
Type:
PDF
Language:
English
ISBN-10 #:
3031514610
ISBN-13 #:
978-3031514616
Country:
Pakistan
License:
N\A
Get this book from Amazon
About Author :-
The author NA
NA
Book Contents :-
conver the following topics.
1. Historical Snapshot
2. Critical Equations
3. Computations
4. Polar Degrees
5. Wasserstein Distance
6. Curvature
7. Reach and Ofset
8. Voronoi Cells
9. Condition Numbers
10. Machine Learning
11. Maximum Likelihood
12. Tensors
13. Computer Vision
14. Volumes of Semi Algebraic Sets
15. Sampling
Note :-
We are not the owner of this book/notes. We provide it which is already avialable on the internet. For any further querries please contact us. We never SUPPORT PIRACY. This copy was provided for students who are financially troubled but want studeing to learn.
If You Think This Materials Is Useful, Please get it legally from the PUBLISHERS.
Thank you.
Now please OPEN for DOWNLOAD the BOOK.
'
Similar
Abstract Algebra
Books
|
A Computational Introduction to Number Theory & Algebra
This textbook that introduces number theory and algebra with a focus on computational methods and real-world applications, particularly in cryptography and coding theory. Designed for students in computer science or mathematics, the book requires min . . . READ MORE
|
|
|
Topological Groups: Yesterday, Today, Tomorrow - Morris
This text offering a comprehensive overview of topological group theory. It traces the field's development from foundational questions posed by David Hilbert in 1900 to contemporary research.
It required half a century of effort by several generati . . . READ MORE
|
|
|
Algebraic Topology by Allen Hatcher
Allen Hatcher's Algebraic Topology is a widely used textbook that introduces the field of algebraic topology. In most major universities it's often used in graduate-level courses and is appreciated for its clear, geometric approach.
This introductor . . . READ MORE
|
|
|
Model Theory, Algebra, and Geometry by Deirdre Haskell
Model theory is a branch of mathematical logic that has found applications in several areas of algebra and geometry. This text explores how model theory applies to various areas of algebra and geometry. The book demonstrates how abstract concepts in . . . READ MORE
|
|
|
Modeling, Functions, and Graphs: Algebra for College
This book is a comprehensive algebra textbook designed for college students. It focus on three core themes throughout their textbook: Modeling, Functions, Graphs and motivate students to acquire the skills and techniques of algebra by placing them in . . . READ MORE
|
|