Evolving Reusable Operation-Based Due-Date Assignment Models for Job Shop Scheduling with Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{nguyen2:2012:EuroGP,
  author =       "Su Nguyen and Mengjie Zhang and Mark Johnston and 
                 Kay Chen Tan",
  title =        "Evolving Reusable Operation-Based Due-Date Assignment
                 Models for Job Shop Scheduling with Genetic
                 Programming",
  booktitle =    "Proceedings of the 15th European Conference on Genetic
                 Programming, EuroGP 2012",
  year =         "2012",
  month =        "11-13 " # apr,
  editor =       "Alberto Moraglio and Sara Silva and 
                 Krzysztof Krawiec and Penousal Machado and Carlos Cotta",
  series =       "LNCS",
  volume =       "7244",
  publisher =    "Springer Verlag",
  address =      "Malaga, Spain",
  pages =        "121--133",
  organisation = "EvoStar",
  isbn13 =       "978-3-642-29138-8",
  DOI =          "doi:10.1007/978-3-642-29139-5_11",
  keywords =     "genetic algorithms, genetic programming, Job shop,
                 Due-date assignment",
  abstract =     "Due-date assignment plays an important role in
                 scheduling systems and strongly influences the delivery
                 performance of job shops. Because of the stochastic and
                 dynamic features of job shops, the development of
                 general due-date assignment models (DDAMs) is
                 complicated. In this study, two genetic programming
                 (GP) methods are proposed to evolve DDAMs for job shop
                 environments. The experimental results show that the
                 evolved DDAMs can make more accurate estimates than
                 other existing dynamic DDAMs with promising
                 reusability. In addition, the evolved operation-based
                 DDAMs show better performance than the evolved DDAMs
                 employing aggregate information of jobs and machines.",
  notes =        "Part of \cite{Moraglio:2012:GP} EuroGP'2012 held in
                 conjunction with EvoCOP2012 EvoBIO2012, EvoMusArt2012
                 and EvoApplications2012",
}

Genetic Programming entries for Su Nguyen Mengjie Zhang Mark Johnston Kay Chen Tan

Citations