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What is Markov Chains in Genetic Algorithms about?

Using Markov Chains to Model Genetic Algorithms Markov Chains can be used to model genetic algorithms (GAs) as they progress from one generation to the next. A GA can be represented as a Markov Chain with each population state depending only on the previous generation state. The transition matrix governing how the GA moves between states is based on genetic operators like selection, crossover and mutation. Elitism, which carries the best individuals to the next generation, helps ensure the optimum remains i

Author

Tarundeep Dhot

Language

EN