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Algorithms on Trees and Graphs With Python Code cover

Algorithms on Trees and Graphs With Python Code

by Gabriel Valiente

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About this book

<p>This textbook introduces graph algorithms on an intuitive basis followed by a detailed exposition using structured pseudocode, with correctness proofs as well as worst-case analyses. Graph algorithms is a well-established subject in mathematics and computer science. Beyond classical application fields, like approximation, combinatorial optimization, graphics, and operations research, graph algorithms have recently attracted increased attention from computational biology, bioinformatics, and computational chemistry. Centered around the fundamental issue of graph isomorphism, this book goes beyond classical graph problems of shortest paths, spanning trees, flows in networks, and matchings in bipartite graphs. Advanced algorithmic results and techniques of practical relevance are presented in a coherent and consolidated way. Furthermore, Python code for all algorithms presented is given in a appendix. Numerous illustrations, examples, problems, exercises, and a comprehensive bibliography support students and professionals in using the book as a text and source of reference.<br></p>

Details

Format
Hardcover
Pages
387
Publisher
Springer International Publishing
Language
EN
Edition
2nd ed. 2021
ISBN-13
9783030818845
ISBN-10
3030818845

Categories

Computers, Computer Science, Mathematics, Discrete Mathematics