中文说明：应用背景本代码提出了一种混合聚类算法，通过应用K-均值和遗传算法（遗传算法）。关键技术在人工智能领域，遗传算法是一种模拟自然选择过程的启发式搜索算法。这种启发式（有时也称为一个元启发式）是经常用来产生有用的解决方案，优化和搜索问题。
English Description：
Application background This code presents a hybrid clustering algorithm by applying K-means and Genetics Algorithm (GA). Key TechnologyIn the field of artificial intelligence, a genetic algorithm (GA) is a search heuristic that mimics the process of natural selection. This heuristic (also sometimes called a meta-heuristic) is routinely used to generate useful solutions to optimization and search problems.