Sparsity

Sparsity
Author: Jaroslav Nešetřil
Publisher: Springer Science & Business Media
Total Pages: 472
Release: 2012-04-24
Genre: Mathematics
ISBN: 3642278752


Download Sparsity Book in PDF, Epub and Kindle

This is the first book devoted to the systematic study of sparse graphs and sparse finite structures. Although the notion of sparsity appears in various contexts and is a typical example of a hard to define notion, the authors devised an unifying classification of general classes of structures. This approach is very robust and it has many remarkable properties. For example the classification is expressible in many different ways involving most extremal combinatorial invariants. This study of sparse structures found applications in such diverse areas as algorithmic graph theory, complexity of algorithms, property testing, descriptive complexity and mathematical logic (homomorphism preservation,fixed parameter tractability and constraint satisfaction problems). It should be stressed that despite of its generality this approach leads to linear (and nearly linear) algorithms. Jaroslav Nešetřil is a professor at Charles University, Prague; Patrice Ossona de Mendez is a CNRS researcher et EHESS, Paris. This book is related to the material presented by the first author at ICM 2010.


Sparsity
Language: en
Pages: 472
Authors: Jaroslav Nešetřil
Categories: Mathematics
Type: BOOK - Published: 2012-04-24 - Publisher: Springer Science & Business Media

GET EBOOK

This is the first book devoted to the systematic study of sparse graphs and sparse finite structures. Although the notion of sparsity appears in various context
Sparsity and Its Applications
Language: en
Pages: 364
Authors: David J. Evans
Categories: Mathematics
Type: BOOK - Published: 1985-01-10 - Publisher: CUP Archive

GET EBOOK

Good,No Highlights,No Markup,all pages are intact, Slight Shelfwear,may have the corners slightly dented, may have slight color changes/slightly damaged spine.
Statistical Learning with Sparsity
Language: en
Pages: 354
Authors: Trevor Hastie
Categories: Business & Economics
Type: BOOK - Published: 2015-05-07 - Publisher: CRC Press

GET EBOOK

Discover New Methods for Dealing with High-Dimensional DataA sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is
Sparsity Methods for Systems and Control
Language: en
Pages: 220
Authors: Masaaki Nagahara
Categories:
Type: BOOK - Published: 2020-09-30 - Publisher:

GET EBOOK

The method of sparsity has been attracting a lot of attention in the fields related not only to signal processing, machine learning, and statistics, but also sy
Sparse Sensing and Sparsity Sensed in Multi-sensor Array Applications
Language: en
Pages: 387
Authors: Xiangrong Wang
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

GET EBOOK