A hybrid multiscale Monte Carlo algorithm (HyMSMC) to cope with disparity in time scales and species populations in intracellular networks.
Asawari SamantBabatunde A. OgunnaikeDionisios G. VlachosPublished in: BMC Bioinform. (2007)
Keyphrases
- monte carlo
- monte carlo simulation
- multiscale
- importance sampling
- stochastic approximation
- simulation study
- worst case
- optimal strategy
- dynamic programming
- markov chain
- monte carlo tree search
- machine learning
- computational cost
- optimal solution
- matrix inversion
- image processing
- particle filter
- stereo correspondence
- game tree
- computational complexity
- reinforcement learning
- learning algorithm