Machine learning accelerated topology optimization of nonlinear structures.
Diab W. AbueiddaSeid KoricNahil A. SobhPublished in: CoRR (2020)
Keyphrases
- machine learning
- global optimization
- nonlinear optimization
- optimization algorithm
- optimization method
- machine learning methods
- knowledge acquisition
- learning problems
- feature selection
- pattern recognition
- optimization model
- inductive learning
- learning tasks
- machine learning algorithms
- optimization problems
- information extraction
- knowledge representation
- decision trees
- computer vision
- optimization approaches
- neural network
- data mining
- explanation based learning
- sequential quadratic programming
- complex structures
- topology preserving
- global structure
- optimization process
- combinatorial optimization
- model selection
- text mining
- natural language processing
- control system
- active learning
- optimal solution
- artificial intelligence
- learning algorithm