Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions.
Amar ShahZoubin GhahramaniPublished in: CoRR (2015)
Keyphrases
- global optimization
- global search
- search capabilities
- objective function
- search algorithm
- particle swarm optimization
- search space
- pso algorithm
- ant colony algorithm
- multi objective
- global optima
- global solution
- search efficiency
- optimal solution
- global optimality
- evolutionary programming
- routing problem
- search methods
- computationally expensive
- mutual information
- premature convergence
- solution space
- depth first search
- inverse problems
- mathematical model
- particle swarm optimisation
- optimization problems
- deterministic annealing
- image completion
- binary particle swarm optimization