An Algorithm for Finding Pattern of Non-synchronous Time Series Based on Genetic Algorithm
Sha Mengchun · Jisuanji gongcheng · 2005
This paper presents an algorithm for finding pattern of non-synchronous time series. On the basis of two sets of strings, which are produced by symbol representation of time series, using genetic algorithm, a pattern can be obtained that distinguishes sets of strings completely. By this pattern, every time series including this pattern can be found quickly. Finally the experiment shows the approach is quite promising.