Optimisation of a Chemical Process by Using Machine Learning Algorithms with Surrogate Modeling.
Ozge KeremerFadil Can MalayBilgin Umut DeveciPinar KirciPerin ÜnalPublished in: MobiWIS (2023)
Keyphrases
- machine learning algorithms
- chemical process
- benchmark data sets
- learning algorithm
- machine learning methods
- decision trees
- machine learning
- learning problems
- predictive accuracy
- machine learning models
- learning tasks
- machine learning approaches
- fault diagnosis
- real time
- machine learning systems
- statistical machine learning
- random forests
- transfer learning
- standard machine learning algorithms
- general purpose
- probabilistic model
- genetic algorithm
- learning models
- learning process
- input features
- expert systems
- knowledge base
- real world
- data sets