An algorithm for the identification and estimation of relevant parameters for optimization under uncertainty.
David MüllerErik EscheDiana C. López C.Günter WoznyPublished in: Comput. Chem. Eng. (2014)
Keyphrases
- optimization algorithm
- estimation algorithm
- expectation maximization
- maximum likelihood estimation
- k means
- parameter estimation
- computational complexity
- dynamic programming
- parameter tuning
- optimization process
- worst case
- input data
- learning algorithm
- optimization model
- evolution strategy
- fine tuning
- parameter settings
- detection algorithm
- evolutionary strategy
- particle swarm optimization
- maximum likelihood
- np hard
- multi objective
- optimal solution
- objective function
- computationally efficient
- em algorithm
- neural network
- computational cost
- cost function
- significant improvement
- evolutionary algorithm
- preprocessing
- parameters estimation
- initial guess