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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      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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