A Solvable Model Of A Hard Optimisation Problem
نویسنده
چکیده
The dynamics of a genetic algorithm (GA) on a model of a hard optimisation problem are analysed using a formalism which describes the changing tness distribution of the GA population under ranking selection, uniform crossover and mutation. The time to solve the optimisation problem is calculated in a closed form expression which enables the eeect of the various GA parameters | population size, mutation rate and selection scheme | to be understood.
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تاریخ انتشار 1999