基于改进的模糊C-均值聚类算法的接线箱分配设计与应用

摘要

To optimize the allocation of junction boxes in engineering design, various clustering methods were analyzed and compared; and fuzzy C-means clustering algorithm was improved and relevant parameters were set;through initialization, iteration, defuzzification and split operation, the auto-allocation of junction boxes was realized. An improved C-means clustering algorithm-based assistive software for the auto-allocation of junction boxes was developed to allocate junction boxes as requested automatically;and the software flow chart was presented, including experimental results. This software enjoys successfully application in a design institu-te.%为了解决工程设计中接线箱分配最优化的问题，通过分析和比较各种聚类方法，对模糊C-均值聚类算法进行改进和参数设置，通过初始化、迭代、解模糊及分裂等步骤，实现了接线箱的自动分配功能。并设计了一种基于改进的模糊C-均值聚类算法的接线箱分配辅助软件，可以根据不同要求自动分配接线箱的功能，给出了软件流程，分析了实验结果，并在某设计院项目接线箱的实际布置中成功应用。