Forecasting Price Movements in Betting Exchanges Using Cartesian Genetic Programming and ANN.
Ivars DzalbsTatiana KalganovaPublished in: Big Data Res. (2018)
Keyphrases
- genetic programming
- financial forecasting
- artificial neural networks
- short term load forecasting
- fitness function
- using artificial neural networks
- genetic algorithm
- evolutionary computation
- short term
- symbolic regression
- genetic algorithm ga
- evolutionary algorithm
- load forecasting
- back propagation
- neural network
- gene expression programming
- feed forward artificial neural networks
- predictive model
- forecasting accuracy
- regression problems
- hybrid model
- generalized regression neural network
- medium term
- exchange rate
- grammar guided genetic programming
- neural network model
- classification rules
- power system
- electricity consumption
- application of artificial neural networks
- support vector regression
- evolutionary approaches
- grey model
- weather forecasting
- autoregressive integrated moving average
- polar coordinates
- early warning
- rbf neural network
- neural nets
- feed forward
- opponent modeling
- financial time series
- forecasting model
- hyper heuristics
- arima model
- feed forward neural networks
- autoregressive
- multilayer perceptron