A hybrid approach integrating genetic algorithm and machine learning to solve the order picking batch assignment problem considering learning and fatigue of pickers.
Matteo GabelliniFrancesca CalabreseAlberto RegattieriDominic LoskeMatthias KlumppPublished in: Comput. Ind. Eng. (2024)
Keyphrases
- machine learning
- genetic algorithm
- learning algorithm
- learning tasks
- supervised learning
- learning process
- knowledge acquisition
- inductive learning
- learning problems
- learning systems
- human learning
- prior knowledge
- active learning
- fuzzy logic
- reinforcement learning
- online learning
- pattern recognition
- mobile learning
- unsupervised learning
- data analysis
- machine learning algorithms
- evolutionary algorithm
- differential evolution
- decision trees
- natural language
- learning models
- objective function
- batch learning