In this paper we discuss several important complexity algorithms for time series
such as Kolmogorov Complexity (KC) and C
1
、C
2
complexity .Had analyzed these methods
we bring forward a new complexity measure:partition complexity.The new arithmetic overcomes the disadvantage of those older methods.It sufficiently reflects its advantage through clinic tests.