A new hybrid multivariate grey model based on genetic algorithms optimization and its application in forecasting oil products demand.
Flavian Emmanuel SapnkenPublished in: Grey Syst. Theory Appl. (2023)
Keyphrases
- genetic algorithm
- grey theory
- function optimization
- evolution strategy
- optimization method
- forecasting model
- grey model
- demand forecasting
- optimization algorithm
- budget constraints
- crude oil
- production cost
- artificial neural networks
- optimization problems
- evolutionary algorithm
- differential evolution
- multi objective
- grey prediction
- short term
- metaheuristic
- parameter optimization
- simulated annealing
- fuzzy logic
- market share
- exponential smoothing
- neural network
- customer demand
- multivariate time series
- electricity markets
- constrained optimization
- evolutionary computation
- fitness function