Reactive Sample Size for Heuristic Search in Simulation-based Optimization.
Manuel DalcastagnéAndrea MarielloRoberto BattitiPublished in: CoRR (2020)
Keyphrases
- heuristic search
- sample size
- simulation based optimization
- computational methods
- search algorithm
- model selection
- state space
- search space
- random sampling
- convergence analysis
- planning problems
- small sample
- upper bound
- state space search
- search problems
- heuristic function
- worst case
- heuristic search algorithms
- progressive sampling
- statistical power
- small samples
- optimality conditions
- automated planning
- random sample
- variance reduction
- statistical hypothesis testing
- evolutionary computation
- machine learning