Description

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.

Algebraic Graph Algorithms: A Practical Guide Using Python

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A Paperback / softback by K. Erciyes

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    View other formats and editions of Algebraic Graph Algorithms: A Practical Guide Using Python by K. Erciyes

    Publisher: Springer Nature Switzerland AG
    Publication Date: 18/11/2021
    ISBN13: 9783030878856, 978-3030878856
    ISBN10: 3030878856
    Also in:
    Mathematical theory of computation Maths for computer scientists Discrete mathematics

    Description

    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.

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