Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions.
Amar ShahZoubin GhahramaniPublished in: NIPS (2015)
Keyphrases
- global optimization
- global search
- search capabilities
- particle swarm optimization
- objective function
- ant colony algorithm
- search algorithm
- global solution
- search space
- constrained global optimization
- search efficiency
- multi objective
- pso algorithm
- optimization problems
- deterministic annealing
- global optima
- image completion
- information theoretic
- inverse problems
- globally optimal
- maximum likelihood
- neural network
- depth first search
- cost function