Data-driven estimation models of asphalt mixtures dynamic modulus using ANN, GP and combinatorial GMDH approaches.
Danial Rezazadeh EidgaheeHashem JahangirNader SolatifarPouyan FakharianMansoureh RezaeemaneshPublished in: Neural Comput. Appl. (2022)
Keyphrases
- data driven
- artificial neural networks
- parametric models
- genetic programming
- parameter estimation
- machine learning methods
- using artificial neural networks
- genetic algorithm
- prior knowledge
- probabilistic model
- least squares
- monte carlo simulation
- factor analyzers
- neural network
- gaussian processes
- machine learning algorithms
- model selection
- markov chain
- markov random field