Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties.
Zhen ZhangQinfeng ShiJulian J. McAuleyWei WeiYanning ZhangRui YaoAnton van den HengelPublished in: AAAI (2017)
Keyphrases
- high order
- optimisation problems
- map inference
- markov random field
- optimisation algorithm
- higher order
- graphical models
- evolutionary computation
- particle swarm
- benchmark problems
- pairwise
- lp relaxation
- image labeling
- evolutionary algorithm
- test suite
- image segmentation
- maximum a posteriori
- optimization method
- linear programming
- optimization problems
- computer vision
- integer programming
- combinatorial optimization
- semantic segmentation
- cutting plane algorithm