Comparation of nonuniform and uniform Monte - Carlo Searching

MATEC Web of Conferences

关键词: Uniform and nonuniform;    Monte-Carlo method;    Optimization;    Solution function mapping;    Statistical evaluation;   

DOI  :  10.1051/matecconf/201824401016

来源: DOAJ

【 摘 要 】

Nonuniform Monte-Carlo method is often used for optimization and solution of function mapping. This method has some disadvantages. New genetic algorithm, based on uniform Monte-Carlo is proposed by authors reduce disadvantage of nonuniform Monte- Carlo method. Both of these methods are based on random number generation and therefore the solutions are approximate. Statistical evaluation of solutions is used for comparison.

【 授权许可】

Unknown