Evolutionary algorithm incorporating reinforcement learning for energy-conscious flexible job-shop scheduling problem with transportation and setup times.
Guohui ZhangShaofeng YanXiaohui SongDeyu ZhangShenghui GuoPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- setup times
- evolutionary algorithm
- multi objective
- reinforcement learning
- scheduling problem
- multi item
- processing times
- lot sizing
- optimization problems
- differential evolution
- single machine
- job shop scheduling problem
- single machine scheduling problem
- simulated annealing
- lagrangian relaxation
- parallel machines
- flowshop
- precedence constraints
- energy minimization
- markov decision processes
- particle swarm optimization
- single server
- state space
- dynamic programming
- optimal policy
- setup cost
- objective function
- manufacturing cell
- genetic algorithm
- lead time
- multistage
- global constraints
- tabu search
- np hard