A validated integration algorithm for nonlinear ODEs using Taylor models and ellipsoidal calculus.
Boris HouskaMario Eduardo VillanuevaBenoît ChachuatPublished in: CDC (2013)
Keyphrases
- probabilistic model
- learning algorithm
- computational cost
- matching algorithm
- optimal solution
- high accuracy
- worst case
- k means
- experimental evaluation
- feature selection
- bayesian framework
- parameter estimation
- particle swarm optimization
- preprocessing
- ordinary differential equations
- significant improvement
- search space
- nonlinear models
- times faster
- optimization algorithm
- complex systems
- multiscale
- multiple models
- mathematical models
- clustering algorithm
- similarity measure
- dynamic programming
- objective function
- linear programming
- simulated annealing
- computational complexity
- np hard