Genetic algorithms for hyperparameter optimization in predictive business process monitoring.
Chiara Di FrancescomarinoMarlon DumasMarco FedericiChiara GhidiniFabrizio Maria MaggiWilliams RizziLuca SimonettoPublished in: Inf. Syst. (2018)
Keyphrases
- genetic algorithm
- optimization method
- optimization problems
- function optimization
- information systems
- evolution strategy
- multi objective
- optimization algorithm
- neural network
- evolutionary algorithm
- business processes
- cost benefit analysis
- optimization process
- business models
- data mining
- electronic commerce
- evolutionary computation
- evolutionary strategy
- decision making
- fitness function
- knowledge management
- global optimization
- optimization methods
- fuzzy logic
- information technology
- case study
- business environment