Advanced Bayesian Optimization Algorithms Applied in Decomposition Problems.
Josef SchwarzJiri OcenasekJirí JarosPublished in: ECBS (2004)
Keyphrases
- optimization problems
- combinatorial optimization
- benchmark problems
- discrete optimization
- test problems
- methods can be applied
- theoretical analysis
- convex optimization problems
- practical problems
- efficient optimization
- monte carlo methods
- learning algorithm
- orders of magnitude
- optimization approaches
- data mining
- exact algorithms
- iterative algorithms
- approximate solutions
- decomposition algorithm
- difficult problems
- computational problems
- related problems
- optimization methods
- global optimization
- objective function
- decision trees
- run times
- global optimization problems
- problems in computer vision
- combinatorial optimization problems
- metaheuristic
- computationally efficient
- np complete
- computational cost
- significant improvement
- search algorithm