The minimum vertex cover problem is stated as follows: Given an undirected graph G = (V, E) with N vertices and M edges. Find a minimal size subset of vertices X from V such that every edge (u, v) in...


The minimum vertex cover problem is stated as follows: Given an undirected graph<br>G = (V, E) with N vertices and M edges. Find a minimal size subset of vertices X<br>from V such that every edge (u, v) in E is incident on at least one vertex in X. In<br>other words you want to find a minimal subset of vertices that together touch all the<br>edges.<br>For example, the set of vertices X = {a,c} constitutes a minimum vertex cover for the<br>following graph:<br>a---b---c---g<br>d<br>e<br>Formulate the minimum vertex cover problem as a Genetic Algorithm or another<br>form of evolutionary optimization. You may use binary representation, OR any repre-<br>sentation that you think is more appropriate. you should specify:<br>• A fitness function. Give 3 examples of individuals and their fitness values if you<br>are solving the above example.<br>• A set of mutation and/or crossover and/or repair operators. Intelligent operators<br>that are suitable for this particular domain will earn more credit.<br>• A termination criterion for the evolutionary optimization which insures that you<br>terminate with a valid solution to the minimum vertex cover problem if pos-<br>sible without running indefinitely.<br>

Extracted text: The minimum vertex cover problem is stated as follows: Given an undirected graph G = (V, E) with N vertices and M edges. Find a minimal size subset of vertices X from V such that every edge (u, v) in E is incident on at least one vertex in X. In other words you want to find a minimal subset of vertices that together touch all the edges. For example, the set of vertices X = {a,c} constitutes a minimum vertex cover for the following graph: a---b---c---g d e Formulate the minimum vertex cover problem as a Genetic Algorithm or another form of evolutionary optimization. You may use binary representation, OR any repre- sentation that you think is more appropriate. you should specify: • A fitness function. Give 3 examples of individuals and their fitness values if you are solving the above example. • A set of mutation and/or crossover and/or repair operators. Intelligent operators that are suitable for this particular domain will earn more credit. • A termination criterion for the evolutionary optimization which insures that you terminate with a valid solution to the minimum vertex cover problem if pos- sible without running indefinitely.

Jun 10, 2022
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