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In this paper, a new method of slope stability analysis is proposed based on a genetic algorithm which aims to deal with various ground conditions such as multi-layered soil, thin and inclined soil layer etc. For the estimation for application of genetic algorithm, cases study for multi-layered soil condition and inclined soil layer are carried out. Also, comparison of general analysis results and those of this method for failure slope case is carried out.