X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm.
Marcelo FantinatoSarajane Marques PeresHajo A. ReijersPublished in: Inf. Syst. (2023)
Keyphrases
- process model
- genetic algorithm
- process mining
- fitness function
- event logs
- evolutionary algorithm
- business process
- business processes
- population size
- multi objective
- genetic programming
- formal models
- genetic operators
- crossover and mutation
- genetic algorithm ga
- petri net
- particle swarm optimization
- crossover operator
- business process models
- software process
- neural network
- workflow technology
- data mining
- control flow
- fitness landscape
- differential evolution