Combining regression models and metaheuristics to optimize space allocation in the retail industry.
Fábio PintoCarlos SoaresPavel BrazdilPublished in: Intell. Data Anal. (2015)
Keyphrases
- regression model
- prediction model
- regression methods
- support vector regression
- point of sale
- model selection
- metaheuristic
- regression analysis
- generalized linear models
- generalized linear
- linear regression model
- case study
- simulated annealing
- particle swarm optimization
- locally weighted
- regression method
- linear model
- genetic algorithm
- response variable
- multivariate regression
- multiple linear regression
- interval valued data
- rfid technology
- independent variables
- explanatory variables
- survival analysis
- genetic programming
- supply chain
- probabilistic model
- machine learning