Let's consider an undirected graph G that for any vertices, i, j E I and there is no edge between i and į in E. A set i is a maximal independent set if no additional vertices of V can be added to I...


I. I need help with this discrete math problem (problem 4)!


Let's consider an undirected graph G<br>that for any vertices, i, j E I and there is no edge between i and į in E. A set i is a maximal<br>independent set if no additional vertices of V can be added to I without violating its<br>independence. Note, however, that a maximal independent set is not necessarily the largest<br>independent set in G. Let a(G) denote the size of the largest maximal independent set in G.<br>= (V,E). An independent subset is a subset I cV such<br>

Extracted text: Let's consider an undirected graph G that for any vertices, i, j E I and there is no edge between i and į in E. A set i is a maximal independent set if no additional vertices of V can be added to I without violating its independence. Note, however, that a maximal independent set is not necessarily the largest independent set in G. Let a(G) denote the size of the largest maximal independent set in G. = (V,E). An independent subset is a subset I cV such
One way of trying to avoid dependence on ordering is the use of randomized algorithms.<br>Essentially, by processing the vertices in a random order, you can potentially avoid (with a high<br>probability) any particularly bad orderings. So, consider the following randomized algorithm for<br>constructing independent sets:<br>First, starting with an empty set I, add each vertex of G to I independently with<br>probability p<br>Next, for any edges with both vertices in I, delete one of the two vertices from I (at<br>random)<br>Note – in the second step, deleting one vertex from I may remove multiple edges from I!<br>Return the final set I<br>4. Argue that the output of this algorithm is an independent set. Is it a maximal independent<br>set? Explain in 2-3 sentences.<br>

Extracted text: One way of trying to avoid dependence on ordering is the use of randomized algorithms. Essentially, by processing the vertices in a random order, you can potentially avoid (with a high probability) any particularly bad orderings. So, consider the following randomized algorithm for constructing independent sets: First, starting with an empty set I, add each vertex of G to I independently with probability p Next, for any edges with both vertices in I, delete one of the two vertices from I (at random) Note – in the second step, deleting one vertex from I may remove multiple edges from I! Return the final set I 4. Argue that the output of this algorithm is an independent set. Is it a maximal independent set? Explain in 2-3 sentences.

Jun 11, 2022
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