A new method based on cluster analysis for solving one-dimensional parabolic equations

A new different method has been developed for solving one-dimensional parabolic differential equations in this paper. Here, the standard backward Euler difference scheme was improved by the clustering algorithm. The method is illustrated by numerical examples. It not only reduces computing time remarkably, but also shows better performance in data storage and at the same time is more stable than the standard backward Euler difference scheme.