Forecasting Chaotic Series in Manufacturing Systems by Vector Support Machine Regression and Neural Networks.
Miguel D. AlfaroJuan M. SepúlvedaJasmín A. UlloaPublished in: Int. J. Comput. Commun. Control (2013)
Keyphrases
- manufacturing systems
- neural network
- shop floor
- mackey glass
- petri net
- manufacturing cell
- support vector regression
- manufacturing environment
- complex systems
- flexible manufacturing systems
- quality control
- genetic algorithm
- manufacturing processes
- regression model
- cell formation
- multilayer perceptron
- short term
- production rate
- chaotic time series
- artificial neural networks
- flowshop
- assembly line
- scheduling problem
- feature vectors
- holonic manufacturing systems
- generalized regression neural network