Solving the Ising Spin Glass Problem using a Bivariate EDA based on Markov Random Fields.
Siddhartha ShakyaJohn A. W. McCallDeryck Forsyth BrownPublished in: IEEE Congress on Evolutionary Computation (2006)
Keyphrases
- markov random field
- belief propagation
- parameter estimation
- pairwise
- higher order
- graph cuts
- energy minimization
- partition function
- mrf model
- image segmentation
- random fields
- energy function
- image restoration
- potential functions
- conditional random fields
- textured images
- low level vision
- message passing
- map estimation
- potts model
- combinatorial optimization
- maximum a posteriori
- lp relaxation
- image processing
- iterative conditional
- energy minimization problems
- map inference
- loopy belief propagation
- upper bound