A Monte Carlo packing algorithm for poly-ellipsoids and its comparison with packing generation using Discrete Element Model.
Boning ZhangEric B. HerboldRichard A. RegueiroPublished in: CoRR (2023)
Keyphrases
- monte carlo
- monte carlo simulation
- probabilistic model
- cost function
- simulation study
- objective function
- np hard
- dynamic programming
- monte carlo method
- importance sampling
- learning algorithm
- packing problem
- parameter estimation
- monte carlo tree search
- matrix inversion
- optimal strategy
- function approximation
- particle filter
- markov chain
- worst case
- stochastic approximation
- machine learning
- convergence rate
- em algorithm
- sampling algorithm
- temporal difference learning
- computational cost
- search space
- genetic algorithm