[PDF.20ol] Spectral Analysis of Growing Graphs: A Quantum Probability Point of View (SpringerBriefs in Mathematical Physics)
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Spectral Analysis of Growing Graphs: A Quantum Probability Point of View (SpringerBriefs in Mathematical Physics)
Nobuaki Obata
[PDF.pa88] Spectral Analysis of Growing Graphs: A Quantum Probability Point of View (SpringerBriefs in Mathematical Physics)
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| 2017-02-23 | 2017-02-23 | Original language:English | PDF # 1 | 9.25 x.35 x6.10l, | File type: PDF | 138 pages|
This book is designed as a concise introduction to the recent achievements on spectral analysis of graphs or networks from the point of view of quantum (or non-commutative) probability theory. The main topics are spectral distributions of the adjacency matrices of finite or infinite graphs and their limit distributions for growing graphs. The main vehicle is quantum probability, an algebraic extension of the traditional probability theory, which provides a new frame...
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