Predictive Entropy Search for Efficient Global Optimization of Black-box Functions.
José Miguel Hernández-LobatoMatthew W. HoffmanZoubin GhahramaniPublished in: CoRR (2014)
Keyphrases
- global optimization
- black box
- global search
- search capabilities
- black boxes
- ant colony algorithm
- particle swarm optimization
- pso algorithm
- white box
- search algorithm
- candidate solutions
- test cases
- search space
- integration testing
- binary particle swarm optimization
- inverse problems
- global solution
- constrained global optimization
- search engine
- white box testing
- image completion
- evolution strategy
- exhaustive search
- test data
- relational databases
- case study