An AI-Assisted Design Method for Topology Optimization Without Pre-Optimized Training Data.
Alex HalleLucio Flavio CampanileAlexander HassePublished in: CoRR (2020)
Keyphrases
- training data
- pairwise
- optimization algorithm
- test data
- case study
- optimization process
- optimization method
- prior knowledge
- experimental evaluation
- high accuracy
- dynamic programming
- high precision
- simultaneous optimization
- optimization model
- synthetic data
- detection method
- clustering method
- preprocessing
- decision trees
- design process
- segmentation algorithm
- segmentation method
- semi supervised
- classification accuracy
- combinatorial optimization
- image segmentation
- optimization procedure
- machine learning