Back to Search
Start Over
A deep convolutional neural network for topology optimization with perceptible generalization ability
- Source :
- Engineering Optimization. 54:973-988
- Publication Year :
- 2021
- Publisher :
- Informa UK Limited, 2021.
-
Abstract
- This article proposes a deep convolutional neural network with perceptible generalization ability for structural topology optimization. The architecture of the neural network is made up of encoding...
- Subjects :
- 021103 operations research
Control and Optimization
Quantitative Biology::Neurons and Cognition
Artificial neural network
business.industry
Computer science
Generalization
Applied Mathematics
Deep learning
Computer Science::Neural and Evolutionary Computation
Topology optimization
0211 other engineering and technologies
02 engineering and technology
Management Science and Operations Research
Convolutional neural network
Industrial and Manufacturing Engineering
Computer Science Applications
Encoding (memory)
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Artificial intelligence
business
Subjects
Details
- ISSN :
- 10290273 and 0305215X
- Volume :
- 54
- Database :
- OpenAIRE
- Journal :
- Engineering Optimization
- Accession number :
- edsair.doi...........e649114f7e7221dcba7a48bb36025890