Sparsity: Graphs, Structures, and Algorithms
Sparsity: Graphs, Structures, and Algorithms By Jaroslav Ne Et Il, Patrice Ossona De Mendez
2012 | 484 Pages | ISBN: 3642278744 | PDF | 5 MB
2012 | 484 Pages | ISBN: 3642278744 | PDF | 5 MB
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.