Approximation of Probabilistic Reachability for Chemical Reaction Networks Using the Linear Noise Approximation.
Luca BortolussiLuca CardelliMarta KwiatkowskaLuca LaurentiPublished in: QEST (2016)
Keyphrases
- chemical reaction
- closed form
- error tolerance
- probabilistic model
- approximation methods
- approximation algorithms
- increase in computational complexity
- relative error
- piecewise constant
- signal to noise ratio
- state space
- uncertain data
- noise reduction
- closed form solutions
- queueing networks
- error bounds
- random noise
- generative model
- causal networks
- linear functions
- approximation schemes
- worst case
- neural network