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Combined DEMATEL technique with hybrid MCDM methods for creating the aspired intelligent global manufacturing & logistics systems

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  • Gwo-Hshiung Tzeng
  • Chi-Yo Huang

Abstract

The concept of globalization has been prosperous in the past decades while manufacturing as well as logistics have already become one of the most significant issues in the globalization era. However, while modern globalized firms are leveraging both global manufacturing resources as well as logistics systems for pursuing higher quality, lower cost as well as product differentiation, how to evaluate, selecting an appropriate global manufacturing strategy by considering issues from both aspects of global manufacturing as well as logistics has become one of the most critical and difficult issues. Moreover, how the chosen intertwined global manufacturing as well as logistics system is to be optimized so that the aspired level of the global manufacturing system can be achieved have few been addressed. Thus, this research aims to resolve the above mentioned global manufacturing and logistics strategy selection as well as system reconfiguration issue. A Decision Making Trial and Evaluation Laboratory (DEMATEL) technique based novel multiple criteria decision making (MCDM) method with Analytic Network Process (ANP), Grey Relational Analysis (GRA) as well as VlseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) will be proposed for selecting and re-configuring the aspired global manufacturing and logistics system. An empirical study based on the global manufacturing and logistics system design of a semiconductor company will be provided for verifying the effectiveness of this proposed methodology. Copyright Springer Science+Business Media, LLC 2012

Suggested Citation

  • Gwo-Hshiung Tzeng & Chi-Yo Huang, 2012. "Combined DEMATEL technique with hybrid MCDM methods for creating the aspired intelligent global manufacturing & logistics systems," Annals of Operations Research, Springer, vol. 197(1), pages 159-190, August.
    • Handle: RePEc:spr:annopr:v:197:y:2012:i:1:p:159-190:10.1007/s10479-010-0829-4
    DOI: 10.1007/s10479-010-0829-4
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    1. Liou, James J.H. & Tzeng, Gwo-Hshiung & Chang, Han-Chun, 2007. "Airline safety measurement using a hybrid model," Journal of Air Transport Management, Elsevier, vol. 13(4), pages 243-249.
    2. Christian Stummer & Elmar Kiesling & Walter J. Gutjahr, 2009. "A Multicriteria Decision Support System For Competence-Driven Project Portfolio Selection," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 8(02), pages 379-401.
    3. Norita Ahmad & Phillip A. Laplante, 2009. "Using The Analytical Hierarchy Process In Selecting Commercial Real-Time Operating Systems," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 151-168.
    4. Murat Köksalan & Ceren Tuncer, 2009. "A Dea-Based Approach To Ranking Multi-Criteria Alternatives," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 29-54.
    5. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2007. "Extended VIKOR method in comparison with outranking methods," European Journal of Operational Research, Elsevier, vol. 178(2), pages 514-529, April.
    6. P. L. Yu, 1973. "A Class of Solutions for Group Decision Problems," Management Science, INFORMS, vol. 19(8), pages 936-946, April.
    7. Han-Lin Li & Li-Ching Ma, 2008. "Ranking Decision Alternatives By Integrated Dea, Ahp And Gower Plot Techniques," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 7(02), pages 241-258.
    8. Tzeng, Gwo-Hshiung & Lin, Cheng-Wei & Opricovic, Serafim, 2005. "Multi-criteria analysis of alternative-fuel buses for public transportation," Energy Policy, Elsevier, vol. 33(11), pages 1373-1383, July.
    9. M. Freimer & P. L. Yu, 1976. "Some New Results on Compromise Solutions for Group Decision Problems," Management Science, INFORMS, vol. 22(6), pages 688-693, February.
    10. Jharkharia, Sanjay & Shankar, Ravi, 2007. "Selection of logistics service provider: An analytic network process (ANP) approach," Omega, Elsevier, vol. 35(3), pages 274-289, June.
    11. Jeffrey Macher & David Mowery & Timothy Simcoe, 2002. "e-Business and Disintegration of the Semiconductor Industry Value Chain," Industry and Innovation, Taylor & Francis Journals, vol. 9(3), pages 155-181.
    12. Yu-Ping Ou Yang & How-Ming Shieh & Jun-Der Leu & Gwo-Hshiung Tzeng, 2009. "A Vikor-Based Multiple Criteria Decision Method For Improving Information Security Risk," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 8(02), pages 267-287.
    13. Dangayach, G.S. & Deshmukh, S.G., 2006. "An exploratory study of manufacturing strategy practices of machinery manufacturing companies in India," Omega, Elsevier, vol. 34(3), pages 254-273, June.
    14. A. Noorul Haq & G. Kannan, 2006. "An Integrated Approach For Selecting A Vendor Using Grey Relational Analysis," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 5(02), pages 277-295.
    15. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2004. "Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS," European Journal of Operational Research, Elsevier, vol. 156(2), pages 445-455, July.
    16. Yi Peng & Gang Kou & Yong Shi & Zhengxin Chen, 2008. "A Descriptive Framework For The Field Of Data Mining And Knowledge Discovery," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 7(04), pages 639-682.
    17. Riveros, Luis A., 1989. "The impact of labor costs on manufactured exports in developing countries : an econometric analysis," Policy Research Working Paper Series 204, The World Bank.
    18. Yu-Jing Chiu & Hsiao-Chi Chen & Gwo-Hshiung Tzeng & Joseph Z. Shyu, 2006. "Marketing strategy based on customer behaviour for the LCD-TV," International Journal of Management and Decision Making, Inderscience Enterprises Ltd, vol. 7(2/3), pages 143-165.
    19. Norman Dalkey & Olaf Helmer, 1963. "An Experimental Application of the DELPHI Method to the Use of Experts," Management Science, INFORMS, vol. 9(3), pages 458-467, April.
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