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Dividing a graph to triple-vertices graphs such the sum of weights of edges is minimized

I want to divide a graph to subgraphs that each subgraph made from maximum 3 vertices and sum of weight of edges is minimized, the main graph is complete ( have all possible edges ), and edges are weighted. the main problem that i want to solve is finding close three threes points on a map.

I'm sure this problem is NP-Complete. It's called the minimum k-cut problem .

Try to take a look at this article . It talks about approximation algorithms to solve such problems.

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