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

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.

[1]  Murat Köksalan,et al.  A DEA-Based Approach to Ranking Multi-Criteria Alternatives , 2009, Int. J. Inf. Technol. Decis. Mak..

[2]  D. Hunter,et al.  Qualitative Research: Consensus methods for medical and health services research , 1995 .

[3]  Gwo-Hshiung Tzeng,et al.  Extended VIKOR method in comparison with outranking methods , 2007, Eur. J. Oper. Res..

[4]  Thomas L. Saaty,et al.  Fundamentals of the analytic network process — multiple networks with benefits, costs, opportunities and risks , 2004 .

[5]  Anatoli I. Dashchenko,et al.  Reconfigurable manufacturing systems and transformable factories , 2006 .

[6]  Wei-Wen Wu,et al.  Developing global managers' competencies using the fuzzy DEMATEL method , 2007, Expert Syst. Appl..

[7]  Luk N. Van Wassenhove,et al.  Trade-offs? What Trade-offs? Competence and Competitiveness in Manufacturing Strategy , 1993 .

[8]  Malcolm Warner,et al.  International Encyclopedia of Business and Management , 2001 .

[9]  Phillip A. Laplante,et al.  Using the Analytical Hierarchy Process in Selecting Commercial Real-Time Operating Systems , 2009, Int. J. Inf. Technol. Decis. Mak..

[10]  E. Westkämper New Trends in Production , 2006 .

[11]  Gwo-Hshiung Tzeng,et al.  Combined DEMATEL technique with a novel MCDM model for exploring portfolio selection based on CAPM , 2011, Expert Syst. Appl..

[12]  M. Freimer,et al.  Some New Results on Compromise Solutions for Group Decision Problems , 1976 .

[13]  Steve Brown,et al.  Manufacturing strategy, manufacturing seniority and plant performance in quality , 1998 .

[14]  J. Kasarda,et al.  LOGISTICAL SUPPORT FOR MANUFACTURING AGILITY IN GLOBAL MARKETS , 1994 .

[15]  K. Yoon A Reconciliation Among Discrete Compromise Solutions , 1987 .

[16]  Luis A. Riveros The impact of labor costs on manufactured exports in developing countries : an econometric analysis , 1989 .

[17]  J. Cooper Logistics Strategies for Global Businesses , 1993 .

[18]  G. S. Dangayach,et al.  Manufacturing strategy: Literature review and some issues , 2001 .

[19]  Thomas L. Saaty,et al.  Decision making with dependence and feedback : the analytic network process : the organization and prioritization of complexity , 1996 .

[20]  Noel P. Greis,et al.  Logistics, strategy and structure , 2013 .

[21]  Hans-Otto Günther,et al.  Using AHP for Strategic Production Site Assessment: A Case Study from Specialty Chemicals Industry , 2007 .

[22]  Gwo-Hshiung Tzeng,et al.  A VIKOR-Based Multiple Criteria Decision Method for Improving Information Security Risk , 2009, Int. J. Inf. Technol. Decis. Mak..

[23]  Han-Lin Li,et al.  Ranking Decision Alternatives by Integrated DEA, AHP and Gower Plot Techniques , 2008, Int. J. Inf. Technol. Decis. Mak..

[24]  Donald J. Bowersox,et al.  Logistical Management: The Integrated Supply Chain Process , 1974 .

[25]  Hongyi Sun,et al.  The formalisation of manufacturing strategy and its influence on the relationship between competitive objectives, improvement goals, and action plans , 2003 .

[26]  Gwo-Hshiung Tzeng,et al.  PROBING THE INNOVATIVE QUALITY SYSTEM STRUCTURE MODEL FOR NPD PROCESS BASED ON COMBINING DANP WITH MCDM MODEL , 2012 .

[27]  Deng Ju-Long,et al.  Control problems of grey systems , 1982 .

[28]  Gwo-Hshiung Tzeng,et al.  Multicriteria Planning of Post‐Earthquake Sustainable Reconstruction , 2002 .

[29]  C. Hill Global Business Today , 1994 .

[30]  P. Yu A Class of Solutions for Group Decision Problems , 1973 .

[31]  Jih-Jeng Huang,et al.  Multidimensional data in multidimensional scaling using the analytic network process , 2005, Pattern Recognit. Lett..

[32]  M. Tamura,et al.  Extraction and systems analysis of factors that prevent safety and security by structural models , 2002, Proceedings of the 41st SICE Annual Conference. SICE 2002..

[33]  C. Waters Global Logistics: New Directions in Supply Chain Management , 2014 .

[34]  Cheng-Wei Lin,et al.  Multi-criteria analysis of alternative-fuel buses for public transportation , 2005 .

[35]  David C. Mowery,et al.  e-Business and Disintegration of the Semiconductor Industry Value Chain , 2002 .

[36]  Yuko Teranishi,et al.  Development of Automated Data Mining System for Quality Control in Manufacturing , 2001, DaWaK.

[37]  Gwo-Hshiung Tzeng,et al.  Multicriteria analysis of environmental quality in Taipei: public preferences and improvement strategies. , 2002, Journal of environmental management.

[38]  Gwo-Hshiung Tzeng,et al.  Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL , 2007, Expert Syst. Appl..

[39]  M. Porter Competitive Advantage: Creating and Sustaining Superior Performance , 1985 .

[40]  Nathalie Fabbe-Costes,et al.  Formulating logistics strategy , 1994 .

[41]  Gwo-Hshiung Tzeng,et al.  Multiobjective Decision-Making Approach to Energy Supply Mix Decisions in Taiwan , 1994 .

[42]  Chi-Jen Lin,et al.  A causal analytical method for group decision-making under fuzzy environment , 2008, Expert Syst. Appl..

[43]  Gwo-Hshiung Tzeng,et al.  Fuzzy Multicriteria Model for Postearthquake Land-Use Planning , 2003 .

[44]  Morgan Swink,et al.  Manufacturing strategy: propositions, current research, renewed directions , 1995 .

[45]  J. Deng,et al.  Introduction to Grey system theory , 1989 .

[46]  Gwo-Hshiung Tzeng,et al.  Multicriteria selection for a restaurant location in Taipei , 2002 .

[47]  Ching-Lai Hwang,et al.  Multiple Attribute Decision Making: Methods and Applications - A State-of-the-Art Survey , 1981, Lecture Notes in Economics and Mathematical Systems.

[48]  Jens Elzenheimer,et al.  Globalization and Decentralization of Manufacturing , 2006 .

[49]  Gülfem Tuzkaya,et al.  An analytic network process approach for locating undesirable facilities: an example from Istanbul, Turkey. , 2008, Journal of environmental management.

[50]  Sora Lee,et al.  Selection of technology acquisition mode using the analytic network process , 2009, Math. Comput. Model..

[51]  Ching-Lai Hwang,et al.  Multiple Attribute Decision Making — An Overview , 1992 .

[52]  Ching-Lai Hwang,et al.  Fuzzy Multiple Attribute Decision Making - Methods and Applications , 1992, Lecture Notes in Economics and Mathematical Systems.

[53]  Joseph Prokopenko,et al.  Productivity Management: A Practical Handbook , 1987 .

[54]  T. Saaty Fundamentals of the analytic network process — Dependence and feedback in decision-making with a single network , 2004 .

[55]  G. Tzeng,et al.  Reconfiguring the innovation policy portfolios for Taiwan's SIP Mall industry , 2007 .

[56]  M. Mcgrath Product strategy for high technology companies : accelerating your business to web speed , 2001 .

[57]  Zhengxin Chen,et al.  A Descriptive Framework for the Field of Data Mining and Knowledge Discovery , 2008, Int. J. Inf. Technol. Decis. Mak..

[58]  G. Tzeng,et al.  Marketing strategy based on customer behaviour for the LCD-TV , 2006 .

[59]  Ravi Shankar,et al.  Selection of logistics service provider: An analytic network process (ANP) approach , 2007 .

[60]  Elmar Kiesling,et al.  A multicriteria Decision Support System for Competence-Driven Project Portfolio Selection , 2009, Int. J. Inf. Technol. Decis. Mak..

[61]  S. G. Deshmukh,et al.  An exploratory study of manufacturing strategy practices of machinery manufacturing companies in India , 2006 .

[62]  William Voris Production control : text and cases , 1961 .

[63]  Barry J. Brinker Activity-based management : emerging practices in cost management , 1994 .

[64]  Arun Kumar,et al.  An agent-based framework for collaborative negotiation in the global manufacturing supply chain network , 2006 .

[65]  Gwo-Hshiung Tzeng,et al.  Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS , 2004, Eur. J. Oper. Res..

[66]  Kannan Govindan,et al.  An Integrated Approach for Selecting a Vendor Using Grey Relational Analysis , 2006, Int. J. Inf. Technol. Decis. Mak..

[67]  H. Graf Innovative Logistics is a Vital Part of Transformable Factories in the Automotive Industry , 2006 .

[68]  A. Gabus,et al.  World Problems, An Invitation to Further Thought within the Framework of DEMATEL , 1972 .

[69]  J Bowe,et al.  Total quality management. , 1992, Contemporary longterm care.

[70]  Roberto Musmanno,et al.  Introduction to Logistics Systems Planning and Control (Wiley Interscience Series in Systems and Optimization) , 2004 .

[71]  A. Hiatt Building corporate character. Interview by Nan Stone. , 1992, Harvard business review.

[72]  Rhonda L. Hensley,et al.  A Review of Empirical Manufacturing Strategy Studies , 1994 .

[73]  Felix T. S. Chan,et al.  Design of a knowledge-based logistics strategy system , 2005, Expert Syst. Appl..

[74]  Dirk C. Mattfeld,et al.  Management logistischer Netzwerke , 2007 .

[75]  Shawnee K. Vickery,et al.  A Theory of Production Competence Revisited , 1991 .

[76]  J. Peter Clark Practical Design, Construction and Operation of Food Facilities , 2008 .

[77]  Nigel Slack,et al.  Operations management , 1994 .

[78]  Stanley E. Fawcett,et al.  Strategic logistics in co-ordinated global manufacturing success , 1992 .

[79]  Gwo-Hshiung Tzeng,et al.  Airline safety measurement using a hybrid model , 2007 .

[80]  N. Dalkey,et al.  An Experimental Application of the Delphi Method to the Use of Experts , 1963 .

[81]  T. L. Saaty,et al.  Decision making with dependence and feedback , 2001 .

[82]  Murray Turoff,et al.  The Delphi Method: Techniques and Applications , 1976 .

[83]  Pierpaolo Pontrandolfo,et al.  Global manufacturing: A review and a framework for planning in a global corporation , 1999 .

[84]  Thomas L. Saaty,et al.  Theory and Applications of the Analytic Network Process: Decision Making With Benefits, Opportunities, Costs, and Risks , 2005 .