Code

  • Pls contact Dr. Li (li-r23@mails.tsinghua.edu.cn) for all other source codes in our papers. The Core Code of our work would be shared if you send us an email first. If you are ready to send me an email, please tell me your name, organization, instructor, and your needs. Please do not take the results and publish a paper with just a small modification to our code and claim our innovation as your own work in the paper, which is academic misconduct.

Dataset

Job Shop scheduling problem

  • JSP from github link ABZ5-9(Adams), FT06, FT10 and FT20(Fisher and Thompson), LA01-40(Lawrence), ORB01-10(Applegate and Cook), SWV01-20 (Storer), yn1-4 (Yamada and Nakano), ta01-80 (Taillard)
  • JSP, FJSP, FJSP_SDST,FSP,FAJSP from github link Job Shop Scheduling Benchmark: Environments and Instances for Learning and Non-learning Methods (RobbertReijnen)

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