Empirical Study of Graph Properties with Particular Interest Towards Random Graphs

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2005
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Haverford College. Department of Computer Science
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Thesis
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eng
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Open Access
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Abstract
This paper is an empirical study mainly of graph properties for various graphs including both deterministic graphs, those with a set structure, and random graphs. The main properties that are analyzed are graph diameter, radius, the eccentricity distribution, and the degree of the graph. The goal is to see if random graphs models are ideal for networks which seek to minimize network traffic and still keep the distance between nodes small.
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