Agent-based approach integrating deep reinforcement learning and hybrid genetic algorithm for dynamic scheduling for Industry 3.5 smart production.
Chen-Fu ChienYu-Bin LanPublished in: Comput. Ind. Eng. (2021)
Keyphrases
- dynamic scheduling
- hybrid genetic algorithm
- reinforcement learning
- multi agent
- process planning
- multi agent systems
- flexible manufacturing systems
- genetic algorithm
- genetic operators
- quadratic assignment problem
- intelligent agents
- state space
- neural network
- mobile agents
- markov decision processes
- production planning
- software agents
- agent technology
- computer aided
- optimal policy
- machine learning
- crossover operator
- computer aided design
- dynamic programming
- evolutionary algorithm
- artificial neural networks