K. Erciyes
Springer International Publishing
e druk, 2021
9783030878856
Algebraic Graph Algorithms
A Practical Guide Using Python
Specificaties
Paperback, blz.
|
Engels
Springer International Publishing |
e druk, 2021
ISBN13: 9783030878856
Rubricering
Onderdeel van serie
Undergraduate Topics in Computer Science
Levertijd ongeveer 8 werkdagen
Samenvatting
This textbook discusses the design and implementation of basic algebraic graph algorithms, and algebraic graph algorithms for complex networks, employing matroids whenever possible. The text describes the design of a simple parallel matrix algorithm kernel that can be used for parallel processing of algebraic graph algorithms. Example code is presented in pseudocode, together with case studies in Python and MPI. The text assumes readers have a background in graph theory and/or graph algorithms.
Specificaties
ISBN13:9783030878856
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing
Inhoudsopgave
<p>1. Introduction.- 2. Graphs, Matrices and Matroids.- 3. Parallel Matrix Algorithm Kernel.- 4. Basic Graph Algorithms.- 5. Connectivity, Matching and Matroids.- 6. Subgraph Search.- 7. Analysis of Large Graphs.- 8. Clustering in Complex Networks.- 9. Kronecker Graphs.- 10. Sample Algorithms for Complex Networks.</p>