Analysis and Probability on Graphs

Analysis and Probability on Graphs (De Gruyter Textbook)

Analysis and Probability on Graphs (De Gruyter Textbook)

by: Shmuel Friedland (Author), Mohsen Aliabadi (Author)

Publisher: De Gruyter

Edition: 1st

Publication Date: 2025-02-17

Language: English

Print Length: 222 pages

ISBN-10: 3111336921

ISBN-13: 9783111336923

Book Description

Analysis and Probability on graphs is an introduction to random graphs, Markov chains on digraphs, entropy of Markov Chains, and discrete Lyapunov exponents and Hausdorff dimension, requiring only minimal background in probability, mathematical analysis, and graphs. This textbook includes constructive discussions about the motivation of basic concepts, and many worked-out problems in each chapter, making it ideal for classroom use or self-study.

Editorial Reviews

Analysis and Probability on graphs is an introduction to random graphs, Markov chains on digraphs, entropy of Markov Chains, and discrete Lyapunov exponents and Hausdorff dimension, requiring only minimal background in probability, mathematical analysis, and graphs. This textbook includes constructive discussions about the motivation of basic concepts, and many worked-out problems in each chapter, making it ideal for classroom use or self-study.

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