A hybrid approach combining data envelopment analysis and recurrent neural network for predicting the efficiency of research institutions.
Gaomin ZhangWeiyu GuoXi XiongZhong-cheng GuanPublished in: Expert Syst. Appl. (2024)
Keyphrases
- data envelopment analysis
- recurrent neural networks
- dea model
- dea models
- multiple objective programming
- decision making units
- input output
- efficient frontier
- feed forward
- linear programming
- complex valued
- neural network
- recurrent networks
- reservoir computing
- neural model
- knn
- multi criteria
- artificial neural networks
- multiple objective linear programming
- fuzzy logic
- nonlinear dynamic systems
- rough sets
- decision makers