Automated Search Method for Statistical Test Probability Distribution Generation
Xiaoying Zhou, Gao Jian-hua · Jisuanji gongcheng · 2013
Astrategy based on automated search for probability distribution construction is proposed,which comprises the design of representation format and evaluation function for the probability distribution.Combining with simulated annealing algorithm,an indicator is defined to formalize the automated search process based on the Markov model.Experimental results show that the method effectively improves the accuracy of the automated search,which can reduce the expense of statistical test by providing the statistical test with fairly efficient test data since it successfully finds the neat-optimal probability distribution within a certain time.