I am doing a project work on non dominated sorting or multivector sorting algorithm, which is used in selection part of a genetic algorithm. I have searched on web but still I dont know about practical applications of Genetic Algorithm. I only know that it is used in Testing, but I dont know how it works there. Can you suggest some practical applications of Genetic Algorithms?
I am doing a project work on non dominated sorting or multivector sorting algorithm,
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GAs are a great way of finding good solutions to problems where the search space is huge and finding the exact optimal solution is very hard. They are good at hill-climbing and can be used to generate a candidate set from different regions of the solution space which can then by further optimized by algorithms which excel at local optimization. In some cases they come up with solutions which would be very hard for a human to visualize up front.
This is an interesting list of GA applications.