IDEAS home Printed from https://ideas.repec.org/a/wsi/ijitdm/v17y2018i06ns0219622018500438.html
   My bibliography  Save this article

A Method for Partner Selection of Supply Chain Using Interval-Valued Fuzzy Sets — Fuzzy Choquet Integral and Improved Dempster–Shafer Theory

Author

Listed:
  • Guodong Yu

    (School of Management, Shandong University, Jinan, China)

  • Li Zhang

    (School of Management, Harbin Institute of Technology, Harbin, China)

  • Huiping Sun

    (School of Management, Shandong University, Jinan, China)

Abstract

Supply chain partner selection (SCPS) is an important issue for firms to remain highly competitive. SCPS is generally formulated as a fuzzy multi-criteria decision-making problem, of which the most crucial step is how to cope with the fuzzy correlations of multi-criteria and individual differences of experts. To gain more exact results, we adopt interval-valued intuitionistic fuzzy sets to express the fuzziness of multi-criteria. Fuzzy Choquet integral model is developed to explain correlations of multi-criteria and calculate the evaluation results of each expert. An improved Dempster–Shafer theory is utilized to reconcile differences and synthesize each expert decision results. Additionally, an example is presented to illustrate the potential application of the proposed method.

Suggested Citation

  • Guodong Yu & Li Zhang & Huiping Sun, 2018. "A Method for Partner Selection of Supply Chain Using Interval-Valued Fuzzy Sets — Fuzzy Choquet Integral and Improved Dempster–Shafer Theory," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 17(06), pages 1777-1804, November.
    • Handle: RePEc:wsi:ijitdm:v:17:y:2018:i:06:n:s0219622018500438
    DOI: 10.1142/S0219622018500438
    as

    Download full text from publisher

    File URL: http://www.worldscientific.com/doi/abs/10.1142/S0219622018500438
    Download Restriction: Access to full text is restricted to subscribers
    File URL: https://libkey.io/10.1142/S0219622018500438?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Reshma H. Shah & Vanitha Swaminathan, 2008. "Factors influencing partner selection in strategic alliances: the moderating role of alliance context," Strategic Management Journal, Wiley Blackwell, vol. 29(5), pages 471-494, May.
    2. Araz, Ceyhun & Ozkarahan, Irem, 2007. "Supplier evaluation and management system for strategic sourcing based on a new multicriteria sorting procedure," International Journal of Production Economics, Elsevier, vol. 106(2), pages 585-606, April.
    3. Ting-Yu Chen, 2012. "Approaches To Leniency Reduction In Multi-Criteria Decision Making With Interval-Valued Fuzzy Sets And An Experimental Analysis," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 11(03), pages 579-608.
    4. Hadi Sahebi & Stefan Nickel & Jalal Ashayeri, 2015. "Joint venture formation and partner selection in upstream crude oil section: goal programming application," International Journal of Production Research, Taylor & Francis Journals, vol. 53(10), pages 3047-3061, May.
    5. Feng, Bo & Fan, Zhi-Ping & Ma, Jian, 2010. "A method for partner selection of codevelopment alliances using individual and collaborative utilities," International Journal of Production Economics, Elsevier, vol. 124(1), pages 159-170, March.
    6. Hajidimitriou, Yannis A. & Georgiou, Andreas C., 2002. "A goal programming model for partner selection decisions in international joint ventures," European Journal of Operational Research, Elsevier, vol. 138(3), pages 649-662, May.
    7. Harvey, Michael G. & Lusch, Robert F., 1995. "A systematic assessment of potential international strategic alliance partners," International Business Review, Elsevier, vol. 4(2), pages 195-212, June.
    8. Lanshun Nie & Xiaofei Xu & Dechen Zhan, 2008. "Collaborative Planning In Supply Chains By Lagrangian Relaxation And Genetic Algorithms," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 7(01), pages 183-197.
    9. Hacklin, Fredrik & Marxt, Christian & Fahrni, Fritz, 2006. "Strategic venture partner selection for collaborative innovation in production systems: A decision support system-based approach," International Journal of Production Economics, Elsevier, vol. 104(1), pages 100-112, November.
    10. Lu, Yadong, 1998. "Joint venture success in China: How should we select a good partner?," Journal of World Business, Elsevier, vol. 33(2), pages 145-166, July.
    11. Verma, Rohit & Pullman, Madeleine E., 1998. "An analysis of the supplier selection process," Omega, Elsevier, vol. 26(6), pages 739-750, December.
    12. Fu, Chao & Yang, Shan-Lin, 2010. "The group consensus based evidential reasoning approach for multiple attributive group decision analysis," European Journal of Operational Research, Elsevier, vol. 206(3), pages 601-608, November.
    13. Robin Cowan & Nicolas Jonard & Jean-Benoit Zimmermann, 2007. "Bilateral Collaboration and the Emergence of Innovation Networks," Management Science, INFORMS, vol. 53(7), pages 1051-1067, July.
    14. Büyüközkan, Gülçin & Feyzioglu, Orhan & Nebol, Erdal, 2008. "Selection of the strategic alliance partner in logistics value chain," International Journal of Production Economics, Elsevier, vol. 113(1), pages 148-158, May.
    15. Alexander Walter & Roland Scholz, 2007. "Critical success conditions of collaborative methods: a comparative evaluation of transport planning projects," Transportation, Springer, vol. 34(2), pages 195-212, March.
    16. Sevastianov, P. & Dymova, L., 2009. "Synthesis of fuzzy logic and Dempster–Shafer Theory for the simulation of the decision-making process in stock trading systems," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 80(3), pages 506-521.
    17. Risto Lahdelma & Pekka Salminen, 2001. "SMAA-2: Stochastic Multicriteria Acceptability Analysis for Group Decision Making," Operations Research, INFORMS, vol. 49(3), pages 444-454, June.
    18. Jafar Rezaei, 2015. "A two-way approach to supply chain partner selection," International Journal of Production Research, Taylor & Francis Journals, vol. 53(16), pages 4888-4902, August.
    19. Christoffersen, Jeppe & Plenborg, Thomas & Robson, Matthew J., 2014. "Measures of strategic alliance performance, classified and assessed," International Business Review, Elsevier, vol. 23(3), pages 479-489.
    20. Anna Nagurney, 2006. "Supply Chain Network Economics," Books, Edward Elgar Publishing, number 4242.
    21. Guangxu Li & Gang Kou & Changsheng Lin & Liang Xu & Yi Liao, 2015. "Multi-attribute decision making with generalized fuzzy numbers," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 66(11), pages 1793-1803, November.
    22. Nowak, Maciej, 2007. "Aspiration level approach in stochastic MCDM problems," European Journal of Operational Research, Elsevier, vol. 177(3), pages 1626-1640, March.
    23. Fan, Zhi-Ping & Feng, Bo & Suo, Wei-Lan, 2009. "A fuzzy linguistic method for evaluating collaboration satisfaction of NPD team using mutual-evaluation information," International Journal of Production Economics, Elsevier, vol. 122(2), pages 547-557, December.
    24. Wang, Tien-Chin & Chen, Yueh-Hsiang, 2007. "Applying consistent fuzzy preference relations to partnership selection," Omega, Elsevier, vol. 35(4), pages 384-388, August.
    25. Ahlstrom, David & Levitas, Edward & Hitt, Michael A. & Dacin, M. Tina & Zhu, Hong, 2014. "The three faces of China: Strategic alliance partner selection in three ethnic Chinese economies," Journal of World Business, Elsevier, vol. 49(4), pages 572-585.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Feng, Bo & Fan, Zhi-Ping & Ma, Jian, 2010. "A method for partner selection of codevelopment alliances using individual and collaborative utilities," International Journal of Production Economics, Elsevier, vol. 124(1), pages 159-170, March.
    2. Wu, Chong & Barnes, David, 2010. "Formulating partner selection criteria for agile supply chains: A Dempster-Shafer belief acceptability optimisation approach," International Journal of Production Economics, Elsevier, vol. 125(2), pages 284-293, June.
    3. Muhammad Fahimullah & Yasir Faheem & Naveed Ahmad, 2019. "A bi-objective game-theoretic model for collaboration formation between software development firms," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-19, July.
    4. Feng, Bo & Fan, Zhi-Ping & Li, Yanzhi, 2011. "A decision method for supplier selection in multi-service outsourcing," International Journal of Production Economics, Elsevier, vol. 132(2), pages 240-250, August.
    5. Jiang, Yanping & Liang, Xia & Liang, Haiming & Yang, Ningman, 2018. "Multiple criteria decision making with interval stochastic variables: A method based on interval stochastic dominance," European Journal of Operational Research, Elsevier, vol. 271(2), pages 632-643.
    6. Dobos, Imre & Vörösmarty, Gyöngyi, 2019. "Inventory-related costs in green supplier selection problems with Data Envelopment Analysis (DEA)," International Journal of Production Economics, Elsevier, vol. 209(C), pages 374-380.
    7. van der Rhee, Bo & Verma, Rohit & Plaschka, Gerhard, 2009. "Understanding trade-offs in the supplier selection process: The role of flexibility, delivery, and value-added services/support," International Journal of Production Economics, Elsevier, vol. 120(1), pages 30-41, July.
    8. Nassim Mrabti & Nadia Hamani & Laurent Delahoche, 2022. "A Comprehensive Literature Review on Sustainable Horizontal Collaboration," Sustainability, MDPI, vol. 14(18), pages 1-38, September.
    9. Pelissari, Renata & Oliveira, Maria Célia & Ben Amor, Sarah & Abackerli, Alvaro José, 2019. "A new FlowSort-based method to deal with information imperfections in sorting decision-making problems," European Journal of Operational Research, Elsevier, vol. 276(1), pages 235-246.
    10. Mustafa Batuhan Ayhan, 2018. "A New Decision Making Approach for Supplier Selection: Hesitant Fuzzy Axiomatic Design," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 17(04), pages 1085-1117, July.
    11. Sanja Puzović & Jasmina Vesić Vasović & Dragan D. Milanović & Vladan Paunović, 2023. "A Hybrid Fuzzy MCDM Approach to Open Innovation Partner Evaluation," Mathematics, MDPI, vol. 11(14), pages 1-26, July.
    12. Cinelli, Marco & Kadziński, Miłosz & Miebs, Grzegorz & Gonzalez, Michael & Słowiński, Roman, 2022. "Recommending multiple criteria decision analysis methods with a new taxonomy-based decision support system," European Journal of Operational Research, Elsevier, vol. 302(2), pages 633-651.
    13. Yandong He & Xu Wang & Yun Lin & Fuli Zhou, 2016. "Optimal Partner Combination for Joint Distribution Alliance using Integrated Fuzzy EW-AHP and TOPSIS for Online Shopping," Sustainability, MDPI, vol. 8(4), pages 1-18, April.
    14. Nuri Ozgur DOGAN, 2015. "Analyzing The Supplier Selection Process Of A Lean Manufacturing Firm: A Case Study," Proceedings of the INTERNATIONAL MANAGEMENT CONFERENCE, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 9(1), pages 1026-1033, November.
    15. Krammer, Sorin M.S., 2018. "A double-edged sword? The antipodal effects of institutional distance on partner selection in cross-border alliances," Journal of World Business, Elsevier, vol. 53(6), pages 930-943.
    16. S. Hossein Jalali, 2017. "Partner Capabilities and Alliance Time Frame: An Analysis of International Strategic Alliances from the CEE," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 13(2), pages 59-75.
    17. Liu, Jiapeng & Liao, Xiuwu & Yang, Jian-bo, 2015. "A group decision-making approach based on evidential reasoning for multiple criteria sorting problem with uncertainty," European Journal of Operational Research, Elsevier, vol. 246(3), pages 858-873.
    18. Song, Bomi & Seol, Hyeonju & Park, Yongtae, 2016. "A patent portfolio-based approach for assessing potential R&D partners: An application of the Shapley value," Technological Forecasting and Social Change, Elsevier, vol. 103(C), pages 156-165.
    19. Feng, Bo & Jiang, Zhong-Zhong & Fan, Zhi-Ping & Fu, Na, 2010. "A method for member selection of cross-functional teams using the individual and collaborative performances," European Journal of Operational Research, Elsevier, vol. 203(3), pages 652-661, June.
    20. Garg, Chandra Prakash, 2016. "A robust hybrid decision model for evaluation and selection of the strategic alliance partner in the airline industry," Journal of Air Transport Management, Elsevier, vol. 52(C), pages 55-66.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wsi:ijitdm:v:17:y:2018:i:06:n:s0219622018500438. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscinet.com/ijitdm/ijitdm.shtml .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.