A Finite Expression Method for Solving High-Dimensional Committor Problems.
Zezheng SongMaria K. CameronHaizhao YangPublished in: CoRR (2023)
Keyphrases
- high dimensional
- pairwise
- alternative methods
- high accuracy
- combinatorial optimization
- high precision
- significant improvement
- cost function
- computational cost
- support vector machine svm
- preprocessing
- algebraic equations
- solving problems
- convergence rate
- search methods
- input data
- neural network
- classification method
- detection method
- high dimensionality
- optimization problems
- support vector machine
- dynamic programming
- quadratic programming
- quadratic programming problems