A deterministic annealing approach to clustering

Pattern Recognition Letters

Volumn 11, Issue 9, 1990, Pages 589-594

  Rose, Kenneth ^a   Gurewitz, Eitan ^a   Fox, Geoffrey ^a  

^a CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

clustering; fuzzy clustering; Pattern classification; statistical mechanics

Indexed keywords

ANNEALING; CLUSTERING; PATTERN CLASSIFICATION;

EID: 0025585402     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/0167-8655(90)90010-Y     Document Type: Article

References (8)

1. A clustering technique for summarizing multivariate data
2. A convergence theorem for the fuzzy ISODATA clustering algorithms
3. A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters
4. Unsupervised optimal fuzzy clustering
5. Stochastic relaxation, Gibbs distribution, and the bayesian restoration of images
6. Optimization by simulated annealing
7. Statistical mechanics as the underlying theory of ‘elastic’ and ‘neural’ optimization