Compound mechanism design of supplier selection based on multi-attribute auction and risk management of supply chain

Supplier selection for a type of divisible goods was investigated.We design a two-stage compound mechanism of selecting suppliers.This mechanism considers both the risk attributes and commercial attributes.The first stage can effectively motivate suppliers to report true information.Method of grey correlation degree of mixed sequence is proposed to rank supplier(s). The quality of the supplier base affects the competitiveness of firms and the attendant supply chain. The supplier selection decision is key to effective supply chain management. This paper investigates the problem of supplier selection under multi-source procurement for a type of divisible goods (such as coal, oil, and natural gas). By considering both the risk attributes and the attributes under a commercial criterion, we design a new two-stage compound mechanism for supplier selection based on multi-attribute auction and supply chain risk management. In the first stage, a multi-auction mechanism is established to determine the shortlist among all qualified suppliers based on four attributes (quality, price, quantity flexibility, and delivery time reliability) under a commercial criterion. In the second stage, seven risk attributes against the shortlisted suppliers are further considered, and a new ranking method based on grey correlation degree of mixed sequence is proposed to rank the finalists and to select the final winners. Moreover, the implementation, availability, and feasibility of the two-stage compound mechanism are highlighted by using an example of the multi-source procurement of electricity coal. This presented compound mechanism may well improve the procurement efficiency of divisible goods and greatly reduce the procurement risk.

[1]  Cuihong Li Sourcing for Supplier Effort and Competition: Design of the Supply Base and Pricing Mechanism , 2012 .

[2]  Brian G. Kingsman,et al.  Vendor rating for an entrepreneur development programme: a case study using the analytic hierarchy process method , 1999, J. Oper. Res. Soc..

[3]  Ravi Shankar,et al.  A goal programming model for joint decision making of inventory lot-size, supplier selection and carrier selection , 2014, Comput. Ind. Eng..

[4]  Lakshman S. Thakur,et al.  Supplier selection using fuzzy AHP and fuzzy multi-objective linear programming for developing low carbon supply chain , 2012, Expert Syst. Appl..

[5]  Danial Esmaeili Aliabadi,et al.  A two-level GA to solve an integrated multi-item supplier selection model , 2013, Appl. Math. Comput..

[6]  Sameer Kumar,et al.  A comprehensive environment friendly approach for supplier selection , 2014 .

[7]  M. Braglia,et al.  Vendor Selection Using Principal Component Analysis , 2000 .

[8]  Jian Chen,et al.  Supplier selection and procurement decisions with uncertain demand, fixed selection costs and quantity discounts , 2013, Comput. Oper. Res..

[9]  Yong Zhao,et al.  Location selection of city logistics centers under sustainability , 2015 .

[10]  Soheil Sadi-Nezhad,et al.  Possibilistic programming approach for fuzzy multidimensional analysis of preference in group decision making , 2008, Appl. Soft Comput..

[11]  Xiaowei Xu,et al.  Multi-criteria decision making approaches for supplier evaluation and selection: A literature review , 2010, Eur. J. Oper. Res..

[12]  O. Jadidi,et al.  A NEW NORMALIZED GOAL PROGRAMMING MODEL FOR MULTI-OBJECTIVE PROBLEMS: A CASE OF SUPPLIER SELECTION AND ORDER ALLOCATION , 2014 .

[13]  Deng-Feng Li Notes on "Possibilistic programming approach for fuzzy multidimensional analysis of preference in group decision making" , 2014, Comput. Ind. Eng..

[14]  Gwo-Hshiung Tzeng,et al.  A fuzzy integral-based model for supplier evaluation and improvement , 2014, Inf. Sci..

[15]  W. E. Patton Use of human judgment models in industrial buyers' vendor selection decisions , 1996 .

[16]  William Ho,et al.  Supply chain risk management: a literature review , 2015 .

[17]  Yong Zhao,et al.  Optimal Multi-Attribute Auctions for Divisible Goods , 2011, Int. J. Inf. Technol. Decis. Mak..

[18]  Feyzan Arikan,et al.  A fuzzy solution approach for multi objective supplier selection , 2013, Expert Syst. Appl..

[19]  T. Sawik Joint supplier selection and scheduling of customer orders under disruption risks: Single vs. dual sourcing , 2014 .

[20]  Xinping Xiao,et al.  A HYBRID MULTI-ATTRIBUTE GROUP DECISION MAKING METHOD BASED ON GREY LINGUISTIC 2-TUPLE , 2016 .

[21]  Congjun Rao,et al.  An extended uniform-price auction mechanism of homogeneous divisible goods: supply optimisation and non-strategic bidding , 2016 .

[22]  Madjid Tavana,et al.  An integrated green supplier selection approach with analytic network process and improved Grey relational analysis , 2015 .

[23]  Nan Yang,et al.  TECHNICAL NOTE - Procurement Strategies with Unreliable Suppliers , 2011, Oper. Res..

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

[25]  Wing Bun Lee,et al.  A generic supplier management tool for outsourcing manufacturing , 2003 .

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

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

[28]  Mark Goh,et al.  A new algorithm for linearly constrained c-convex vector optimization with a supply chain network risk application , 2015, Eur. J. Oper. Res..

[29]  J. Rezaei,et al.  A supplier selection life cycle approach integrating traditional and environmental criteria using the best worst method , 2016 .

[30]  Ming-Tsung Wu,et al.  A modified failure mode and effects analysis method for supplier selection problems in the supply chain risk environment: A case study , 2013, Comput. Ind. Eng..

[31]  Faisal Aqlan,et al.  Supply chain risk modelling and mitigation , 2015 .

[32]  E. Wilson,et al.  The Relative Importance of Supplier Selection Criteria: A Review and Update , 1994 .

[33]  Young Hae Lee,et al.  Group multi-criteria supplier selection using combined grey systems theory and uncertainty theory , 2015, Expert Syst. Appl..

[34]  Madjid Tavana,et al.  Production , Manufacturing and Logistics Modeling synergies in multi-criteria supplier selection and order allocation : An application to commodity trading , 2016 .

[35]  Zeshui Xu,et al.  Hesitant Fuzzy Linguistic VIKOR Method and Its Application in Qualitative Multiple Criteria Decision Making , 2015, IEEE Transactions on Fuzzy Systems.

[36]  Jin Peng,et al.  Fuzzy Group Decision Making Model Based on Credibility Theory and Gray Relative Degree , 2009, Int. J. Inf. Technol. Decis. Mak..

[37]  Yong Zhao,et al.  Procurement decision making mechanism of divisible goods based on multi-attribute auction , 2012, Electron. Commer. Res. Appl..

[38]  T. Noordewier A comparison of blanket and systems contracts , 1989 .

[39]  Nan Yang,et al.  Selecting a Portfolio of Suppliers Under Demand and Supply Risks , 2008, Oper. Res..

[40]  Changyin Sun,et al.  A multi-attribute multi-item negotiation mechanism of supply chain networks between buyers and sellers , 2015 .

[41]  Boaz Golany,et al.  A dynamic inventory model with supplier selection in a serial supply chain structure , 2013, Eur. J. Oper. Res..

[42]  Edmundas Kazimieras Zavadskas,et al.  Multi-criteria evaluation of green suppliers using an extended WASPAS method with interval type-2 fuzzy sets , 2016 .

[43]  José Luis González Velarde,et al.  A new approach to solve the multi-product multi-period inventory lot sizing with supplier selection problem , 2015, Comput. Oper. Res..

[44]  Atakan Yücel,et al.  An approach based on ANFIS input selection and modeling for supplier selection problem , 2011, Expert Syst. Appl..

[45]  Iraj Mahdavi,et al.  Supplier selection using a clustering method based on a new distance for interval type-2 fuzzy sets: A case study , 2016, Appl. Soft Comput..

[46]  Ignacio E. Grossmann,et al.  Supplier selection in the processed food industry under uncertainty , 2016, Eur. J. Oper. Res..

[47]  Mark Goh,et al.  Proximal Point Algorithms for Multi-criteria Optimization with the Difference of Convex Objective Functions , 2016, J. Optim. Theory Appl..

[48]  Sun Wei,et al.  An innovative integration of fuzzy-logic and systems dynamics in sustainable supplier selection: A case on manufacturing industry , 2015, Comput. Ind. Eng..

[49]  Kash Barker,et al.  A Bayesian network model for resilience-based supplier selection , 2016 .

[50]  Huseyin Selcuk Kilic,et al.  An integrated approach for supplier selection in multi-item/multi-supplier environment , 2013 .

[51]  Reza Farzipoor Saen,et al.  A new fuzzy DEA model for evaluation of efficiency and effectiveness of suppliers in sustainable supply chain management context , 2015, Comput. Oper. Res..

[52]  J. Rezaei,et al.  Multi-objective models for lot-sizing with supplier selection , 2011 .

[53]  Sarit Kraus,et al.  Bidding in sealed-bid and English multi-attribute auctions , 2006, Decis. Support Syst..

[54]  Kenneth B. Ackerman,et al.  SELECTION CRITERIA FOR PROVIDERS OF THIRD-PARTY LOGISTICS SERVICES: AN EXPLORATORY STUDY , 1998 .

[55]  Mehdi Toloo,et al.  A new DEA method for supplier selection in presence of both cardinal and ordinal data , 2011, Expert Syst. Appl..

[56]  James Nga-Kwok Liu,et al.  A novel believable rough set approach for supplier selection , 2014, Expert Syst. Appl..

[57]  Deng-Feng Li,et al.  A Parameterized Nonlinear Programming Approach to Solve Matrix Games With Payoffs of I-Fuzzy Numbers , 2015, IEEE Transactions on Fuzzy Systems.

[58]  Ardeshir Bahreininejad,et al.  Sustainable supplier selection: A ranking model based on fuzzy inference system , 2012, Appl. Soft Comput..

[59]  Changyin Sun,et al.  Product transportation distance based supplier selection in sustainable supply chain network , 2016 .

[60]  RaoCongjun,et al.  Compound mechanism design of supplier selection based on multi-attribute auction and risk management of supply chain , 2017 .

[61]  Mustafa Batuhan Ayhan,et al.  A two stage approach for supplier selection problem in multi-item/multi-supplier environment with quantity discounts , 2015, Comput. Ind. Eng..

[62]  Cecilia Temponi,et al.  A scenario-based stochastic model for supplier selection in global context with multiple buyers, currency fluctuation uncertainties, and price discounts , 2014, Eur. J. Oper. Res..

[63]  S. H. Ghodsypour,et al.  A weighted max–min model for fuzzy multi-objective supplier selection in a supply chain , 2011 .

[64]  Mohammad Jafar Tarokh,et al.  A fuzzy VIKOR method for supplier selection based on entropy measure for objective weighting , 2011, Expert Syst. Appl..

[65]  Huchang Liao,et al.  An enhanced consensus reaching process in group decision making with intuitionistic fuzzy preference relations , 2016, Inf. Sci..

[66]  Elodie Adida,et al.  Supply Chain Competition with Multiple Manufacturers and Retailers , 2011, Oper. Res..

[67]  Hsing-Pei Kao,et al.  An integrated fuzzy TOPSIS and MCGP approach to supplier selection in supply chain management , 2011, Expert Syst. Appl..

[68]  Deng-Feng Li,et al.  Multi-attribute decision making method considering the amount and reliability of intuitionistic fuzzy information , 2015, J. Intell. Fuzzy Syst..

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

[70]  Zeshui Xu,et al.  Hesitant fuzzy multi-attribute decision making based on TOPSIS with incomplete weight information , 2013, Knowl. Based Syst..

[71]  Xinyang Deng,et al.  Supplier selection using AHP methodology extended by D numbers , 2014, Expert Syst. Appl..

[72]  Seyed Ali Torabi,et al.  Resilient supplier selection and order allocation under operational and disruption risks , 2015 .

[73]  S. Meysam Mousavi,et al.  A locally linear neuro-fuzzy model for supplier selection in cosmetics industry , 2012 .

[74]  Sergio Cavalieri,et al.  An improved multi-choice goal programming approach for supplier selection problems , 2015 .