Structural sparsity (Q2815673)
From MaRDI portal
| This is the item page for this Wikibase entity, intended for internal use and editing purposes. Please use this page instead for the normal view: Structural sparsity |
scientific article; zbMATH DE number 6599755
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Structural sparsity |
scientific article; zbMATH DE number 6599755 |
Statements
Structural sparsity (English)
0 references
30 June 2016
0 references
relational structures
0 references
nowhere dense class
0 references
sparsity
0 references
VC-dimension
0 references
stability
0 references
independence property
0 references
shallow minor
0 references
random-free limit
0 references
structural limit
0 references
Borel structure
0 references
modelling
0 references
low tree-depth decomposition
0 references
model checking
0 references
This is an extensive survey in a compact format of the notion of structural sparsity. This notion appears in various disguises in different areas, such as graph theory, information theory, model theory and algorithmic complexity. The survey systematically considers different topics in which structural sparsity appears in one or more of its disguises. Key theorems are listed in connection with each topic. Many of these theorems show that, in an appropriate context, structural sparsity can be characterized in more than one way, and the different characterizations can have quite different flavours. The topics and notions discussed include nowhere density, Vapnik-Chervonenkis dimension, stability, regular partitions, structural limits (and graphons), class speed, entropy, logarithmic densities, shallow (topological) minors, bounded expansion, tree depth, quasi-wideness, and algorithmic consequences of the mentioned concepts.
0 references