Algebraic Graph Algorithms
Springer International Publishing (Verlag)
978-3-030-87885-6 (ISBN)
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.
lt;b>Dr. Kayhan Erciyes is a full Professor in the Department of Software Engineering at Maltepe University, Istanbul, Turkey. His other publications include the Springer titles Discrete Mathematics and Graph Theory, Distributed Real-Time Systems, Guide to Graph Algorithms, Distributed and Sequential Algorithms for Bioinformatics, and Distributed Graph Algorithms for Computer Networks.
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.
"The master's course 'Algorithms on graphs and networks' has become almost mandatory at most universities in the computer science department. The refereed manual may be the basis of such a course, including both lectures and practical training." (I. M. Erusalimskiy, zbMATH 1487.05001, 2022)
“The master’s course ‘Algorithms on graphs and networks’ has become almost mandatory at most universities in the computer science department. The refereed manual may be the basis of such a course, including both lectures and practical training.” (I. M. Erusalimskiy, zbMATH 1487.05001, 2022)
| Erscheinungsdatum | 19.11.2021 |
|---|---|
| Reihe/Serie | Undergraduate Topics in Computer Science |
| Zusatzinfo | XIII, 221 p. 100 illus., 12 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 367 g |
| Themenwelt | Informatik ► Theorie / Studium ► Algorithmen |
| Mathematik / Informatik ► Mathematik | |
| Schlagworte | Algebraic Algorithms • algorithms • Graph Algorithms • MATLAB • Matroids • message passing interface (MPI) • Parallel Algorithms • pMATLAB |
| ISBN-10 | 3-030-87885-6 / 3030878856 |
| ISBN-13 | 978-3-030-87885-6 / 9783030878856 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
aus dem Bereich
