A new approach using fuzzy DEA models to reduce search space and eliminate replications in simulation optimization problems.
Fernando Augusto Silva MarinsAneirson Francisco da SilvaRafael de Carvalho MirandaJosé Arnaldo Barra MontevechiPublished in: Expert Syst. Appl. (2020)
Keyphrases
- optimization problems
- dea models
- search space
- metaheuristic
- evolutionary algorithm
- simulation model
- cost function
- data envelopment analysis
- fuzzy sets
- search algorithm
- neural network
- mathematical model
- fuzzy logic
- optimal solution
- objective function
- fuzzy rules
- membership functions
- solution space
- genetic algorithm
- multi criteria
- candidate solutions
- prune the search space
- fitness function
- machine learning
- data mining