Global optimization test problems based on random field composition.
Ramses SalaNiccolò BaldanziniMarco PieriniPublished in: CoRR (2018)
Keyphrases
- global optimization
- test problems
- random fields
- branch and bound algorithm
- benchmark problems
- random field models
- tabu search
- optimization problems
- maximum entropy
- conditional random fields
- markov random field
- knapsack problem
- parameter estimation
- non stationary
- solution quality
- textured images
- test functions
- particle swarm optimization
- pso algorithm
- nsga ii
- probabilistic model
- search capabilities
- lower bound
- neural network
- evolutionary algorithm
- cost function
- np hard
- mrf models
- mrf model
- branch and bound
- potential functions
- global search
- combinatorial optimization
- stereo matching
- model selection
- simulated annealing
- higher order
- genetic algorithm