A hybrid stochastic-deterministic algorithm for lattice-gas models of catalytic reactions and the computation of TPD spectra.
Alexei MakeevIoannis G. KevrekidisPublished in: Comput. Chem. Eng. (2014)
Keyphrases
- experimental evaluation
- learning algorithm
- dynamic programming
- high accuracy
- preprocessing
- matching algorithm
- significant improvement
- bayesian framework
- computational complexity
- k means
- detection algorithm
- similarity measure
- particle swarm optimization
- computational cost
- probabilistic model
- neural network
- convergence rate
- simulated annealing
- improved algorithm
- cost function
- parametric models
- stochastic approximation
- objective function
- model selection
- np hard
- evolutionary algorithm
- optimal solution