关键词: 蒙特卡洛法, 伪随机数, 检验, STTDMR

Abstract: Pseudo-random number generator(PNG) is necessary in the computing works using Monte-Carlo method.The main error lies in the calculation of pseudo-random number to influence the accuracy of the calculation by the Monte-Carlo method.In this paper,a new more sufficient method through which one can hope a better outcome-the STTDMR (symmetry test in two dimension media radiation)is presented.The STTDMR is feasible under several of conditions to test unlimited the PNG.Good generators may be distinguished from bad ones more successfully in further level.The STTDMR is used to test not only properties of pseudo-random numbers but also the correctness of the probability models.In order to give a full view of the STTDMR,the STTDMR is applied to test several PNGs,and finally a PNG-ZH which is better than traditional PNG in many ways is obtained.

Key words: Monte-Carlo method, pseudo-random number, test, STTDMR