The data files for benchmark artificial dataset which contains datasets of birch, cure , disk , donut , and square, can be found in the "data" folder and are labelled accordingly. They all are in " ...

Abstract: With the ever-increasing penetration of renewable energy generation such as wind power and solar photovoltaics, the power system concerned is suffering more extensive and significant ...

In order for the centroid of a clustering algorithm to no longer change, you need to pay attention to the choice of the value of K, but there is a shortcoming related to the choice of the initial K ...

ABSTRACT: Data mining has been a popular research area for more than a decade. There are several problems associated with data mining. Among them clustering is one of the most interesting problems.

ABSTRACT: This paper presents a new algorithm for solving unit commitment (UC) problems using a binary-real coded genetic algorithm based on k-means clustering technique. UC is a NP-hard nonlinear ...