Comparison of Bayesian Optimization Algorithms for BBOB Problems in Dimensions 10 and 60.
Maria Laura SantoniElena RaponiRenato De LeoneCarola DoerrPublished in: GECCO Companion (2023)
Keyphrases
- optimization problems
- combinatorial optimization
- discrete optimization
- convex optimization problems
- benchmark problems
- test problems
- computational problems
- run times
- efficient optimization
- optimization approaches
- approximate solutions
- difficult problems
- practical problems
- combinatorial optimization problems
- mathematical programming
- convex optimization
- orders of magnitude
- monte carlo methods
- np hard problems
- global optimization
- problems in computer vision
- iterative algorithms
- global optimization problems
- significant improvement
- alternating direction method of multipliers
- related problems
- computational geometry
- data structure
- bayesian inference
- search methods
- optimization algorithm
- worst case
- probabilistic model
- evolutionary algorithm