Deterministic annealing for clustering: Tutorial and computational aspects

Keyphrases

• Computational Aspects 100%
• Deterministic Annealing 100%
• Annealing Process 66%
• Local Minima 66%
• Zero Temperature 33%
• Statistical Mechanics 33%
• Statistical Physics 33%
• Physical Processes 33%
• Maximum Entropy 33%
• Information Theory 33%
• Temperature Schedule 33%
• Cost Function 33%
• Energy Configuration 33%
• Background Material 33%
• Probabilistic Framework 33%
• Minimum Energy 33%
• Nonconvex Problem 33%
• Emulation 33%
• Entropy Coding 33%
• Random Coding 33%
• Rate-distortion Theory 33%
• Computational Complexity Analysis 33%
• Statistical Rates 33%
• Cost Surface 33%
• Cooling Law 33%

Mathematics

• Local Minimum 100%
• Computational Aspects 100%
• Statistical Mechanics 50%
• Minimizes 50%
• Maximum Entropy 50%
• Cost Function 50%
• Nonconvex Problem 50%

Engineering

• Local Minimum 100%
• Computational Complexity 50%
• Cost Function 50%
• Maximum Entropy 50%
• Probabilistic Framework 50%
• Time at Temperature 50%
• Cost Surface 50%