Nash Equilibrium in Clustering: Stability and Unilateral Deviation

It's easy to see that when the Nash equilibrium is reached, no cluster intends to unilaterally deviate from it. This means that each cluster is in a state where it cannot improve its own situation by changing its membership, assuming other clusters remain unchanged. This stability is a key characteristic of Nash equilibrium in clustering, ensuring that the solution is optimal for all involved parties.