Abstract: Construction of discretization schemes, convergence principle, strongly convergent scheme and weakly convergent scheme for stochastic differential equations as well as computing method of jump stochastic differential equation are presented. Related partial differential equations are solved by probability method. Finally several examples in application are given.

Key words: stochastic differential equation, stochastic Taylor expansion, numerical approach, convergence principle