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  • Using Genetic Algorithms to come up with Sudoku Puzzles9/23/2012 6:48:32 AM. Sudoku is a new type of puzzle from Japan that will keep you entertained for a time and may even get you hooked. This article demonstrates how to generate a fully populated Sudoku grid using genetic algorithms.