Basic HTML version of Foils prepared 15 March 1996

Foil 13 A deterministic annealing approach to clustering (Gurewitz and Rose)

From Physical Optimization and Physical Computation CPSP713 Case studies in Computational Science -- Spring Semester 1996. by Geoffrey C. Fox
For each data point x there is an energy Ex(j) for its association with the cluster Cj. The probability that x belongs to cluster Cj is:
where Zx is the partition function
and Fx is the free energy
The total free energy is:

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