고급 메타모델링을 위한 도구

  • 독립 실행이 가능한 PIAnO Metamodeler
  • 최적의 메타모델 자동선정 기능
  • 최신의 머신러닝 기법 포함 (EDT & MLP)
  • Outlier 제거, 실험점 재구성, 중복점 처리와 같은 편의기능
  • 생성된 메타모델 분석 도구
  • 생성된 메타모델의 외부 출력 기능
  • EDT & MLP are a type of metamodels using deep learning techniques.
  • Data with the size of thousands to tens of thousands can be approximated effectively.

MLP (Multi-layer Perceptron)
A machine learning technique using an artificial neural network composed of multiple layers of neurons

EDT (Ensemble of Decision Trees)
A machine learning technique that creates a variety of approximation models then ensembles them using bagging, boosting, and random forest for better prediction