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This paper presents a stability evaluation method for slopes based on Gaussian processes (GPs), which is a popular machine learning technique for nonlinear system modeling. Covariance function is one of the most critical parts in GPs modeling, because it determines the properties of sample functions drawn from the Gaussian process prior. Sixteen covariance functions are tested on several datasets...
Artificial bee colony algorithm is one of the most recently proposed swarm intelligence based optimization algorithm. A memetic algorithm which combines Hooke–Jeeves pattern search with artificial bee colony algorithm is proposed for numerical global optimization. There are two alternative phases of the proposed algorithm: the exploration phase realized by artificial bee colony algorithm and the exploitation...
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