Question: For clustering data using a genetic algorithm, consider the representation scheme where and individual ( chromosome ) represents the actual cluster centroids, as on slide
For clustering data using a genetic algorithm, consider the representation scheme where and individual chromosome represents the actual cluster centroids, as on slide of EAforDA.pdf Consider the following mutation strategy, where the value in each gene of the chromosome is changed by adding noise to the current values, where the noise is sampled from a uniform distribution in the range This is a good approach to mutation for this clustering problem, because very small changes are affected, which will not disrupt current good solutions.
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