A method for the systematic selection of enzyme panel candidates by solving the maximum diversity problem.
Christian AtallahKatherine JamesZhen OuJames SkeltonDavid MarkhamMatt S. BurridgeJames FinniganSimon CharnockAnil WipatPublished in: Biosyst. (2024)
Keyphrases
- computationally efficient
- clustering method
- preprocessing
- prior knowledge
- experimental evaluation
- computational cost
- classification method
- synthetic data
- objective function
- optimization method
- detection method
- algebraic equations
- machine learning
- candidate set
- fine tuning
- combinatorial optimization
- optimization algorithm
- dynamic programming
- cost function
- evolutionary algorithm
- feature extraction
- genetic algorithm