I want to cluster a list of property addressed based on distance and limit the size of each cluster.
The properties are currently assigned to modules by discretion of managers. But I hope to develop a system to assign properties automatically based on minimized distance to module center and limit the size of properties and units in each cluster.
The number of clusters are predefined.
I found this article with the algorithm I'm looking for.
Please bear with me since I new to clustering and algorithm design. I get the idea of the algorithm in the article. But since I have very basic math and programming background, there're some details I'm not quite clear about.
So for the equation (4) in FCM Algorithm part, I don't understand what it means..
And for equation (8), I don't understand how it's obtained and what it's referring to in the description.
If anyone can help me with any of these, I'd much appreciated. Thanks!