Risk-averse optimization of crop inputs using a deep ensemble of convolutional neural networks.
Alexandre BarbosaNaira HovakimyanNicolas F. MartinPublished in: Comput. Electron. Agric. (2020)
Keyphrases
- risk averse
- convolutional neural networks
- stochastic programming
- risk neutral
- decision makers
- risk aversion
- utility function
- optimization problems
- convolutional network
- combinatorial optimization
- optimization method
- multistage
- optimization algorithm
- state space
- training set
- artificial intelligence
- learning algorithm