On Measuring the Complexity of Networks: Kolmogorov Complexity versus Entropy

One of the most popular methods of estimating the complexity of networks is to measure the entropy of network invariants, such as adjacency matrices or degree sequences. Unfortunately, entropy and all entropy-based information-theoretic measures have several vulnerabilities. These measures neither a...

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Bibliographic Details
Main Authors: Mikołaj Morzy, Tomasz Kajdanowicz, Przemysław Kazienko
Format: Article
Language:English
Published: Wiley 2017-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2017/3250301
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