A novel technique based on the improved firefly algorithm coupled with extreme learning machine (ELM-IFF) for predicting the thermal conductivity of soil.
Navid KardaniAbidhan BardhanPijush SamuiMajidreza NazemAnnan ZhouDanial Jahed ArmaghaniPublished in: Eng. Comput. (2022)
Keyphrases
- extreme learning machine
- firefly algorithm
- thermal conductivity
- feed forward neural networks
- support vector regression
- neural network
- feedforward neural networks
- gaussian processes
- hidden nodes
- variable selection
- single layer
- convergence speed
- activation function
- support vector machine
- multi layer
- back propagation
- maximum likelihood
- genetic algorithm
- recurrent neural networks
- filter design
- model selection
- evolutionary algorithm