An Exploration Algorithm for Stochastic Simulators Driven by Energy Gradients.
Anastasia S. GeorgiouJuan M. Bello-RivasCharles William GearHau-Tieng WuEliodoro ChiavazzoIoannis G. KevrekidisPublished in: Entropy (2017)
Keyphrases
- dynamic programming
- preprocessing
- experimental evaluation
- optimal solution
- optimization algorithm
- k means
- cost function
- high accuracy
- objective function
- monte carlo
- expectation maximization
- stochastic approximation
- convergence rate
- segmentation algorithm
- computationally efficient
- significant improvement
- computational complexity
- learning algorithm
- simulated annealing
- linear programming
- knn
- np hard
- theoretical analysis
- search space
- energy function
- times faster
- convex hull
- data sets