Use of Clustering and Interpolation Techniques for the Time-Efficient Simulation of Complex Models within Optimization Tasks.
Marco VannucciGiacomo Filippo PorzioValentina CollaBarbara FornaiPublished in: EMS (2011)
Keyphrases
- simulation models
- complex systems
- mathematical models
- response surface
- visual tasks
- clustering algorithm
- probabilistic model
- optimization problems
- optimization criteria
- data sets
- computationally intensive
- data clustering
- analytical model
- categorical data
- autoregressive
- global optimization
- optimization method
- statistical models
- real world
- neural network