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--- | ||
title: "Erdos Renyl Model" | ||
tags: | ||
- Graphs | ||
--- | ||
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# Erdos Renyl Model : Generating Random Graphs | ||
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## 1. Overview | ||
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- There are two variants of Erdos Renyl Model: | ||
- G(n, p) : n nodes, each edge is present with probability p | ||
- G(n, m) : n nodes, m edges are chosen uniformly at random from the set of all possible edges | ||
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- Equivalently, all graphs with n nodes and M edges have equal probability of $p^M (1-p)^{\binom{n}{2}-M}$ | ||
- The parameter p in this model can be thought of as a weighting function; as p increases from 0 to 1, the model becomes more and more likely to include graphs with more edges and less and less likely to include graphs with fewer edges. | ||
- A graph in G(n, p) has on average ${\binom{n}{2}}p$ edges. | ||
- The distribution of the degree of any particular vertex is binomial: $P(deg(v)=k)=\binom{n-1}{k}{p^k}(1-p)^{n-1-k}$ | ||
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## 2. References | ||
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- https://www.geeksforgeeks.org/erdos-renyl-model-generating-random-graphs/ |
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@@ -22,3 +22,4 @@ Following are the tags which were used in this section: | |
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- Basics | ||
- ICL | ||
- Graphs |