Algebraic graph algorithms : a practical guide using Python

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...

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Bibliographic Details
Main Author Erciyes, K.
Format eBook Book
LanguageEnglish
Published Cham Amazon 2021
Springer
Springer International Publishing AG
Springer International Publishing
Edition1
SeriesUndergraduate Topics in Computer Science
Subjects
Algorithm Analysis and Problem Complexity
Computer Science
Discrete Mathematics in Computer Science
Graph algorithms
Mathematical Applications in Computer Science
Python (Computer program language)
Online AccessGet full text
ISBN3030878856
9783030878856
ISSN1863-7310
2197-1781
DOI10.1007/978-3-030-87886-3

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Summary: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.
Bibliography:Includes bibliographical references and index
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ISBN:3030878856
9783030878856
ISSN:1863-7310
2197-1781
DOI:10.1007/978-3-030-87886-3