Code
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Pls contact Dr. Li (leerhpc@cug.edu.cn) for all other source codes in our papers.
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LRVMA-2022TEVC [Matlab source code]
A Learning-based Memetic Algorithm for Energy-Efficient Flexible Job Shop Sc heduling With Type-2 Fuzzy Processing Time, TEVC, 2022.
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SPAMA-2023TCYB [Matlab source code]
A Memetic Algorithm with Surprisingly Popular Operators Selection Model For Energy-efficient Distributed Flexible Job Shop Scheduling, TCYB, 2023.
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D2QCE-2023TASE [Python source code]
Double DQN-based Coevolution For Green Distributed Heterogeneous Hybrid Flowshop Scheduling with Multiple Priorities of Jobs, TASE, 2023.
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DQCE-2023TSMCS [Python source code]
Co-evolution with Deep Reinforcement Learning For Energy-Aware Distributed Heterogeneous Flexible Job Shop Scheduling, TSMCS, 2023.
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EMTMA-2024TEVC [Python source code]
An Evolutionary Multitasking Memetic Algorithm for Multi-Objective Distributed Heterogeneous Welding Flow Shop Scheduling, TEVC, 2024.
Dataset
Flexible Job Shop scheduling problem
- FJSP Mk01-10(Brandimarte), DP01-18(Dauzere), Barnes,Hurink
- FFJSP FJSP with triangular fuzzy processing time, Lei01-05(Deming. Lei), Gao01-08(Kaizhou Gao)
- T2FJSP FJSP with type-2 fuzzy processing time, Li01-30(Junqing. Li)
- DHFJSP Distributed heterogeneous FJSP containing 20 instances and a real world case(Rui. Li)
- FJSP-T FJSP with finite transportation resources, containing 50 instances from two literature(Bilge and Ulusoy (1995), Deroussi and Norre (2010))
Permutation Flow Shop scheduling problem
Hybrid Flow Shop scheduling problem
- HFSP Hybrid flowshop problem, Li01-77(Junqing. Li)
- EADHFSPEnergy-Aware Distributed Hybrid flow shop problem with uniform machine(Jingjing. Wang, TEVC,2022)
- DHHFSPMPJ Distributed heterogeneous HFSP containing 20 instances and a real world case(Rui. Li)
Cplex code for MILP model
- EEFJSP Energy-efficient flexible job shop scheduling problem
- EEDFJSP Energy-efficient distributed flexible job shop scheduling problem
- CPLEX-DHHFSPMPJ Energy-efficient distributed heterogeneous hybrid flowshop scheduling with multiple priorities of job (Rui.Li)
Movelens recommended system
Literature Review
Job Shop scheduling problem
Flexible Job Shop scheduling problem
Permutaion Flow Shop scheduling problem
Hybrid Flow Shop scheduling problem
integrated scheduling and outbound vehicle routing problem
integrated scheduling and outbound vehicle routing problem