An Integer Linear Program for Integrated Supplier Selection: A Sustainable Flexible Framework

In this paper an integer linear programming model (ILP) is proposed for supplier selection by integrating the various ranks obtained from multi-criteria decision making (MCDM) techniques such as AHP, Fuzzy AHP, TOPSIS, Fuzzy TOPSIS, IRP and weighted IRP. However, the ranks obtained not necessarily are same. Such variability in ranking leads to dilemma in finalizing the suppliers’ ranks. Hence, there is a need to integrate these ranks into one consensus ranking. Therefore, this paper is an attempt to model integer linear program using various ranks (same or different) obtained from MCDM techniques to provide final suppliers’ ranks having minimum total deviation with respect to the ranks obtained from various MCDM techniques. The proposed ILP takes care of sustainability and flexibility aspects associated with supplier selection. Under flexibility factors such as production flexibility, responsiveness, after sale support and engineering support are considered. Similarly, under sustainability factors criteria are considered to account for people (social responsibility, quality certification and cultural differences), planet (environment responsibility and carbon footprint) and profit (price of the product, financial health, tariff and taxes, logistics management cost).The working methodology of the proposed framework is illustrated through an industry based survey and a case study.

[1]  Sushil Interpretive Ranking Process , 2009 .

[2]  R. Lamming,et al.  The Environment as a Supply Chain Management Issue , 1996 .

[3]  F. Chan,et al.  Global supplier development considering risk factors using fuzzy extended AHP-based approach , 2007 .

[4]  Remica Aggarwal,et al.  Chance constraint-based multi-objective stochastic model for supplier selection , 2015 .

[5]  Srinivas Talluri,et al.  Multiproduct, Multicriteria Model for Supplier Selection with Product Life-Cycle Considerations , 2006, Decis. Sci..

[6]  Manoj Kumar Tiwari,et al.  Global supplier selection: a fuzzy-AHP approach , 2008 .

[7]  Sushil SAP-LAP Linkages — A Generic Interpretive Framework for Analyzing Managerial Contexts , 2009 .

[8]  Matthias Ehrgott,et al.  Rationality in supplier selection decisions: The effect of the buyer's national task environment , 2012 .

[9]  Ozcan Kilincci,et al.  Fuzzy AHP approach for supplier selection in a washing machine company , 2011, Expert Syst. Appl..

[10]  N. Viswanadham,et al.  Supplier selection based on supply chain ecosystem, performance and risk criteria , 2013 .

[11]  Gwo-Hshiung Tzeng,et al.  Defuzzification within a Multicriteria Decision Model , 2003, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[12]  E. Ertugrul Karsak,et al.  An integrated fuzzy MCDM approach for supplier evaluation and selection , 2015, Comput. Ind. Eng..

[13]  G. Kannan,et al.  Analysis of interactions of criteria and sub-criteria for the selection of supplier in the built-in-order supply chain environment , 2007 .

[14]  Qinghua Zhu,et al.  Green supply chain management in China: pressures, practices and performance , 2005 .

[15]  P. Parthiban,et al.  A strategic model using structural equation modeling and fuzzy logic in supplier selection , 2011, Expert Syst. Appl..

[16]  Sushil,et al.  Analysis of critical success factors of world-class manufacturing practices: an application of interpretative structural modelling and interpretative ranking process , 2012 .

[17]  C. K. M. Lee,et al.  A decision support system for procurement risk management in the presence of spot market , 2013, Decis. Support Syst..

[18]  Louis Y.Y. Lu,et al.  Environmental principles applicable to green supplier evaluation by using multi-objective decision analysis , 2007 .

[19]  R. Narasimhan An Analytical Approach to Supplier Selection , 1983 .

[20]  Weijun Xia,et al.  Supplier selection with multiple criteria in volume discount environments , 2007 .

[21]  Chia-Wei Hsu,et al.  Applying hazardous substance management to supplier selection using analytic network process , 2009 .

[22]  Bo Yan,et al.  A decision support system to select suppliers for a sustainable supply chain based on a systematic DEA approach , 2015, Inf. Technol. Manag..

[23]  Angappa Gunasekaran,et al.  The design of a responsive sustainable supply chain network under uncertainty , 2015 .

[24]  Jeffrey H. Dyer,et al.  Using Supplier Networks to Learn Faster , 2004 .

[25]  Cevriye Gencer,et al.  Analytic network process in supplier selection: A case study in an electronic firm , 2007 .

[26]  R. M. Monczka,et al.  Supply Base Strategies to Maximize Supplier Performance , 1993 .

[27]  R. Locke,et al.  Improving Work Conditions in a Global Supply Chain , 2007 .

[28]  S. Arunachalam,et al.  Analysis and selection of green suppliers using interpretative structural modelling and analytic hierarchy process , 2008 .

[29]  Robert E. Jensen,et al.  COMPARISON OF CONSENSUS METHODS FOR PRIORITY RANKING PROBLEMS , 1986 .

[30]  L. V. D. Wegen,et al.  Outranking methods in support of supplier selection , 1998 .

[31]  V. Ravi,et al.  Supplier selection in resilient supply chains: a grey relational analysis approach , 2015 .

[32]  He-Yau Kang,et al.  A green supplier selection model for high-tech industry , 2009, Expert Syst. Appl..

[33]  Kamran S. Moghaddam Fuzzy multi-objective model for supplier selection and order allocation in reverse logistics systems under supply and demand uncertainty , 2015, Expert Syst. Appl..

[34]  S. Talluri,et al.  A Model for Strategic Supplier Selection , 2002 .

[35]  Tim Morris,et al.  Technical Innovation and Competitive Advantage in Retail Financial Services: A Case Study of Change and Industry Response , 1996 .

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

[37]  Hsu-Shih Shih,et al.  A hybrid MCDM model for strategic vendor selection , 2006, Math. Comput. Model..

[38]  Dragan Simic,et al.  A hybrid evolutionary model for supplier assessment and selection in inbound logistics , 2015, J. Appl. Log..

[39]  Steven A. Melnyk,et al.  Applying environmental criteria to supplier assessment: A study in the application of the Analytical Hierarchy Process , 2002, Eur. J. Oper. Res..

[40]  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..

[41]  Azim Houshyar,et al.  A systematic supplier selection procedure , 1992 .

[42]  W. C. Benton,et al.  Vendor selection criteria and methods , 1991 .

[43]  A. Ramudhin,et al.  Carbon market sensitive sustainable supply chain network design , 2010 .

[44]  Faisal Talib,et al.  Analysis of interaction among the barriers to total quality management implementation using interpretive structural modeling approach , 2011 .

[45]  P. Humphreys,et al.  Collaborative buyer‐supplier relationships in Hong Kong manufacturing firms , 2001 .

[46]  Felix T.S. Chan,et al.  Interactive selection model for supplier selection process: an analytical hierarchy process approach , 2003 .

[47]  Ge Wang,et al.  Product-driven supply chain selection using integrated multi-criteria decision-making methodology , 2004 .

[48]  S. P. Singh,et al.  MODELLING A LOW CARBON PROCUREMENT PROBLEM , 2014 .

[49]  Wendy L. Tate,et al.  Transaction Cost and Institutional Drivers of Supplier Adoption of Environmental Practices , 2011 .

[50]  Surya Prakash Singh,et al.  Fuzzy-TISM: A Fuzzy Extension of TISM for Group Decision Making , 2014, Global Journal of Flexible Systems Management.

[51]  G. Bruno,et al.  Greener supplier selection: state of the art and some empirical evidence , 2013 .

[52]  L. Seiford,et al.  On the Borda-Kendall Consensus Method for Priority Ranking Problems , 1982 .

[53]  C. Carter,et al.  Sustainable supply chain management: Evolution and future directions , 2011 .

[54]  Sachin Kumar Mangla,et al.  A Flexible Decision Framework for Building Risk Mitigation Strategies in Green Supply Chain Using SAP–LAP and IRP Approaches , 2014 .

[55]  Khurrum S. Bhutta,et al.  Supplier selection problem: a comparison of the total cost of ownership and analytic hierarchy process approaches , 2002 .

[56]  Gulay Barbarosoglu,et al.  A decision support model for customer value assessment and supply quota allocation , 2000 .

[57]  A. Haleem,et al.  Critical success factors of green supply chain management for achieving sustainability in Indian automobile industry , 2014 .

[58]  Surya Prakash Singh,et al.  Modeling Flexible Supplier Selection Framework , 2014 .

[59]  David L. Olson,et al.  A comparison of stochastic dominance and stochastic DEA for vendor evaluation , 2008 .

[60]  Drakoulis Martakos,et al.  Supplier selection in electronic marketplaces using satisficing and fuzzy AHP , 2010, Expert Syst. Appl..

[61]  Anna Nagurney,et al.  Sustainable supply chain network design: a multicriteria perspective , 2010 .

[62]  C. Kahraman,et al.  Multi‐criteria supplier selection using fuzzy AHP , 2003 .

[63]  Manoj Kumar Tiwari,et al.  Novel fuzzy hybrid multi-criteria group decision making approaches for the strategic supplier selection problem , 2015, Expert Syst. Appl..

[64]  F. Çebi,et al.  An integrated approach for supplier selection , 2003 .

[65]  Yongmei Liu,et al.  The Cluster-Weighted DEMATEL with ANP Method for Supplier Selection in Food Industry , 2012, J. Adv. Comput. Intell. Intell. Informatics.

[66]  Jiafu Tang,et al.  Supplier pre-selection for platform-based products: a multi-objective approach , 2014 .

[67]  J.A.E.E. van Nunen,et al.  Designing and Evaluating Sustainable Logistics Networks , 2006 .

[68]  Pema Wangchen Bhutia,et al.  Appication of ahp and topsis method for supplier selection problem , 2012 .

[69]  C. Weber,et al.  Determination of paths to vendor market efficiency using parallel coordinates representation: A negotiation tool for buyers , 1996 .

[70]  R. P. Mohanty,et al.  Use of Analytic Hierarchic Process for Evaluating Sources of Supply , 1993 .

[71]  Mir Saman Pishvaee,et al.  Robust possibilistic programming for socially responsible supply chain network design: A new approach , 2012, Fuzzy Sets Syst..

[72]  Mari Sako,et al.  Supplier Relations in Japan and the United States , 1995 .

[73]  Yong Geng,et al.  An ISM approach for the barrier analysis in implementing green supply chain management , 2013 .

[74]  J. Linton,et al.  Sustainable supply chains: An introduction , 2007 .

[75]  Wen-Chin Chen,et al.  A fuzzy AHP and BSC approach for evaluating performance of IT department in the manufacturing industry in Taiwan , 2008, Expert Syst. Appl..

[76]  Frank Teuteberg,et al.  Towards a Holistic Approach for Sustainable Partner Selection in the Electrics and Electronics Industry , 2011, Governance and Sustainability in Information Systems.

[77]  Daniel L. Smytka,et al.  Total Cost Supplier Selection Model: A Case Study , 1993 .

[78]  D. K. Banwet,et al.  Supplier selection problem: A state-of-the-art review , 2012 .

[79]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[80]  C. Ou-Yang,et al.  Development and evaluation of the interactive bidding strategies for a demander and its suppliers in supplier selection auction market , 2008 .

[81]  H. Kunzi,et al.  Lectu re Notes in Economics and Mathematical Systems , 1975 .

[82]  Chen-Tung Chen,et al.  A fuzzy approach for supplier evaluation and selection in supply chain management , 2006 .

[83]  Seyed Hassan Ghodsypour,et al.  A decision support system for supplier selection using an integrated analytic hierarchy process and linear programming , 1998 .

[84]  Joseph Sarkis A STRATEGIC DECISION FRAMEWORK FOR GREEN SUPPLY CHAIN MANAGEMENT , 2003 .

[85]  S. P. Singh,et al.  A mixed-integer non-linear program to model dynamic supplier selection problem , 2014, Expert Syst. Appl..

[86]  Gary W. Dickson,et al.  AN ANALYSIS OF VENDOR SELECTION SYSTEMS AND DECISIONS , 1966 .

[87]  Robert B. Handfield,et al.  US Global Sourcing: Patterns of Development , 1994 .

[88]  Riccardo Dulmin,et al.  Supplier selection using a multi-criteria decision aid method , 2003 .

[89]  A. Noorul Haq,et al.  Fuzzy analytical hierarchy process for evaluating and selecting a vendor in a supply chain model , 2006 .

[90]  Ravi Shankar,et al.  Global supplier selection and order allocation using FQFD and MOLP , 2011 .

[91]  Joseph Sarkis,et al.  Supplier selection for sustainable operations: A triple-bottom-line approach using a Bayesian framework , 2015 .

[92]  Z. Babic,et al.  Ranking of enterprises based on multicriterial analysis , 1998 .

[93]  Ramayya Krishnan,et al.  A hybrid approach to supplier selection for the maintenance of a competitive supply chain , 2008, Expert Syst. Appl..

[94]  Hokey Min International Supplier Selection , 1994 .

[95]  N. Anantharaman,et al.  A MULTI-CRITERIA GROUP DECISIONMAKING MODEL FOR SUPPLIER RATING , 2002 .

[96]  D. Rogers,et al.  A framework of sustainable supply chain management: moving toward new theory , 2008 .

[97]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[98]  Filippo Emanuele Ciarapica,et al.  A FUZZY-QFD APPROACH TO SUPPLIER SELECTION , 2006 .

[99]  Yong Deng,et al.  A new fuzzy dempster MCDM method and its application in supplier selection , 2011, Expert Syst. Appl..

[100]  Taho Yang,et al.  The use of grey relational analysis in solving multiple attribute decision-making problems , 2008, Comput. Ind. Eng..

[101]  Gülçin Büyüközkan,et al.  A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers , 2012, Expert Syst. Appl..

[102]  Thomas Y. Choi,et al.  An exploration of supplier selection practices across the supply chain , 1996 .

[103]  Mark Pagell,et al.  Building a More Complete Theory of Sustainable Supply Chain Management Using Case Studies of 10 Exemplars , 2009 .

[104]  Janjaap Semeijn,et al.  Participation of suppliers in greening supply chains : An empirical analysis of German automotive suppliers , 2013 .