Qualitative Perturbation Analysis and Machine Learning: Elucidating Bacterial Optimization of Tryptophan Production.
Miguel Angel Ramos-ValdovinosPrisciluis Caheri Salas-NavarreteGerardo R. AmoresAna Lilia Hernández-OrihuelaAgustino Martínez-AntonioPublished in: Algorithms (2024)
Keyphrases
- machine learning
- learning algorithm
- global optimization
- knowledge acquisition
- information extraction
- production planning
- optimization algorithm
- artificial intelligence
- machine learning methods
- optimization problems
- learning tasks
- optimization method
- optimization methods
- text mining
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- active learning
- decision trees
- learning systems
- optimization model
- computational biology
- qualitative reasoning
- constrained optimization
- qualitative models
- inductive learning
- production process
- inductive logic programming
- discrete optimization
- kernel methods
- combinatorial optimization
- production system
- multistage
- machine learning algorithms
- model selection
- text classification
- computational intelligence
- supervised learning
- computer science
- database systems
- information retrieval