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A DSS-Based Novel Approach Proposition Employing Decision Techniques for System Design

Author

Listed:
  • Burcu Yılmaz Kaya

    (Industrial Engineering Department, Faculty of Engineering, Gazi University, 06570 Maltepe, Ankara, Turkey)

  • Aylin Adem

    (Industrial Engineering Department, Faculty of Engineering, Gazi University, 06570 Maltepe, Ankara, Turkey)

  • Metin Dağdeviren

    (Industrial Engineering Department, Faculty of Engineering, Gazi University, 06570 Maltepe, Ankara, Turkey)

Abstract

In this study, to enhance flexibility and agility, a special DSS is developed for a system re-design problem, while a decision-making technique is employed afterwards to enable the accelerated and reliable results, as a progressive approach to close a gap of related literature. Proposed approach generates all possible machine schedules regarding some tangible traditional constraints, after that, generated schedules are ranked by ORESTE method regarding human related linguistic variables and ergonomic factors this time, with the aim of harvesting the best outcome. Thus, all traditional and newly introduced problem constraints could be optimized in the best schedule, while time and effort sources of organisation are preserved by employment of proposed DSS, mathematical modelling, and ORESTE. A numerical application of proposed approach is executed and mechanism of proposed novel model is explained in detail as well as usability and salutary of the approach is proved with real life data.

Suggested Citation

  • Burcu Yılmaz Kaya & Aylin Adem & Metin Dağdeviren, 2020. "A DSS-Based Novel Approach Proposition Employing Decision Techniques for System Design," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 19(02), pages 413-445, March.
    • Handle: RePEc:wsi:ijitdm:v:19:y:2020:i:02:n:s0219622020500029
    DOI: 10.1142/S0219622020500029
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    References listed on IDEAS

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    1. Figielska, Ewa, 2014. "A heuristic for scheduling in a two-stage hybrid flowshop with renewable resources shared among the stages," European Journal of Operational Research, Elsevier, vol. 236(2), pages 433-444.
    2. Deyun Wang & Olivier Grunder & Abdellah EL Moudni, 2014. "Using genetic algorithm for lot sizing and scheduling problem with arbitrary job volumes and distinct job due date considerations," International Journal of Systems Science, Taylor & Francis Journals, vol. 45(8), pages 1694-1707, August.
    3. Biskup, Dirk & Herrmann, Jan & Gupta, Jatinder N.D., 2008. "Scheduling identical parallel machines to minimize total tardiness," International Journal of Production Economics, Elsevier, vol. 115(1), pages 134-142, September.
    4. De Leeneer, Isabelle & Pastijn, Hugo, 2002. "Selecting land mine detection strategies by means of outranking MCDM techniques," European Journal of Operational Research, Elsevier, vol. 139(2), pages 327-338, June.
    5. Zhang, Huanhuan & Kou, Gang & Peng, Yi, 2019. "Soft consensus cost models for group decision making and economic interpretations," European Journal of Operational Research, Elsevier, vol. 277(3), pages 964-980.
    6. Delhaye, C. & Teghem, J. & Kunsch, P., 1991. "Application of the ORESTE method to a nuclear waste management problem," International Journal of Production Economics, Elsevier, vol. 24(1-2), pages 29-39, November.
    7. Gang Kou & Yanqun Lu & Yi Peng & Yong Shi, 2012. "Evaluation Of Classification Algorithms Using Mcdm And Rank Correlation," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 11(01), pages 197-225.
    8. Roubens, Marc, 1982. "Preference relations on actions and criteria in multicriteria decision making," European Journal of Operational Research, Elsevier, vol. 10(1), pages 51-55, May.
    9. Hassan Jafari, 2013. "Identification and Prioritization of Grain Discharging Operations Risks by Using ORESTE Method," Journal of Asian Business Strategy, Asian Economic and Social Society, vol. 3(9), pages 233-245.
    10. Gordon, Valery S. & Strusevich, Vitaly A., 2009. "Single machine scheduling and due date assignment with positionally dependent processing times," European Journal of Operational Research, Elsevier, vol. 198(1), pages 57-62, October.
    11. Chang, Pei-Chann & Huang, Wei-Hsiu & Wu, Jheng-Long & Cheng, T.C.E., 2013. "A block mining and re-combination enhanced genetic algorithm for the permutation flowshop scheduling problem," International Journal of Production Economics, Elsevier, vol. 141(1), pages 45-55.
    12. Hassan Jafari, 2013. "Identification and Prioritization of Grain Discharging Operations Risks by Using ORESTE Method," Journal of Asian Business Strategy, Asian Economic and Social Society, vol. 3(9), pages 233-245, September.
    13. Editors, 2014. "International Journal of Systems Science," International Journal of Systems Science, Taylor & Francis Journals, vol. 45(12), pages 1-1, December.
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