A Multilayer Perceptron-based Fast Sunlight Assessment for the Conceptual Design of Residential Neighborhoods under Chinese Policy.
Can JiangXiong LiangYu-Cheng ZhouYong TianShengli XuJia-Rui LinZhiliang MaShiji YangHao ZhouPublished in: CoRR (2023)
Keyphrases
- conceptual design
- multilayer perceptron
- neural network
- artificial neural networks
- engineering design
- radial basis function
- back propagation
- input vector
- design process
- hidden layer
- probabilistic neural networks
- fuzzy comprehensive evaluation method
- product design
- marine power plant
- neural network model
- optimal policy
- backpropagation algorithm
- commonly applied
- activation function
- modular neural network
- neuro fuzzy models
- knowledge discovery
- search space
- fuzzy neural network
- feedforward neural networks
- information retrieval
- expert systems
- database
- learning algorithm
- feature selection