Discovering weekly seasonality for water demand prediction using evolutionary algorithms.
Piotr LipinskiPatryk FilipiakPawel RychlikowskiJustyna StanczykJoanna Kajewska-SzkudlarekJanusz LomotowskiTomasz KoniecznyPublished in: GECCO (Companion) (2017)
Keyphrases
- evolutionary algorithm
- multi objective
- prediction accuracy
- meteorological data
- optimization problems
- evolutionary computation
- multi objective optimization
- evolutionary artificial neural networks
- differential evolution
- fitness function
- genetic programming
- differential evolution algorithm
- air temperature
- prediction error
- simulated annealing
- mutation operator
- prediction algorithm
- genetic algorithm
- evolution strategy
- evolutionary search
- evolvable hardware
- location prediction
- prediction model
- wind speed
- collecting data