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Published in: Soft Computing 20/2019

15-05-2019 | Methodologies and Application

Evaluation and selecting the contractor in bidding with incomplete information using MCGDM method

Authors: Alireza Komeili Birjandi, Fatemeh Akhyani, Reza Sheikh, Shib Sankar Sana

Published in: Soft Computing | Issue 20/2019

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Abstract

The main concern of construction projects is to select the right contractor in uncertain environment. According to the complex nature of today’s projects, classical approaches are not successful since they have considered only the proposed price and completion time of the project. The selection of a successful contractor depends on multi-criteria such as managerial and financial ability, technical capability, and organizational performance criteria in the presence of a decision-making group. Due to the uncertainties, ambiguities, and lack of information in this multi-criteria decision-making problem, this paper proposes an outranking method based on intuitionistic fuzzy theory. This approach involves reciprocal preference relation (RPR) and credibility function. The RPR is used to complete information, and credibility function is employed to select the best contractor. Choosing appropriate contractor to work in power plant projects is essentially owing to the fact that high-sensitive power plant construction projects are handed over to the contractor through tenders. Finally, a case study for selecting contractor in a power plant project is presented to demonstrate the effectiveness of the proposed method.

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Literature
go back to reference Aapaoja A, Haapasalo H (2014) A framework for stakeholder identification and classification in construction projects. J Bus Manag 2:43–55 Aapaoja A, Haapasalo H (2014) A framework for stakeholder identification and classification in construction projects. J Bus Manag 2:43–55
go back to reference Afshar MR, Alipouri Y, Sebt MH, Chan WT (2017) A type-2 fuzzy set model for contractor prequalification. Autom Constr 84:356–366CrossRef Afshar MR, Alipouri Y, Sebt MH, Chan WT (2017) A type-2 fuzzy set model for contractor prequalification. Autom Constr 84:356–366CrossRef
go back to reference Ahazmi T, McCaffer R (2000) Project procurement system selection model. J Constr Eng Manag 126:176–184CrossRef Ahazmi T, McCaffer R (2000) Project procurement system selection model. J Constr Eng Manag 126:176–184CrossRef
go back to reference Ayyub BM, Klir GJ (2006) Uncertainty modeling and analysis in engineering and the science. Chapman and Hall/CRC, Boca RatonCrossRefMATH Ayyub BM, Klir GJ (2006) Uncertainty modeling and analysis in engineering and the science. Chapman and Hall/CRC, Boca RatonCrossRefMATH
go back to reference Behzadian M, Kazemzadeh RB, Albadvi A, Aghdasi M (2010) PROMETHEE: a comprehensive literature review on methodologies and applications. Eur J Oper Res 200(1):198–215CrossRefMATH Behzadian M, Kazemzadeh RB, Albadvi A, Aghdasi M (2010) PROMETHEE: a comprehensive literature review on methodologies and applications. Eur J Oper Res 200(1):198–215CrossRefMATH
go back to reference Bendaña R, del Caño A, Pilar de la Cruz M (2008) Contractor selection: fuzzy-control approach. Can J Civ Eng 35:473–486CrossRef Bendaña R, del Caño A, Pilar de la Cruz M (2008) Contractor selection: fuzzy-control approach. Can J Civ Eng 35:473–486CrossRef
go back to reference Büyükozkan G, Cifci G (2012) A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers. Expert Syst Appl 39:3000–3011CrossRef Büyükozkan G, Cifci G (2012) A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers. Expert Syst Appl 39:3000–3011CrossRef
go back to reference Cango E, Carno F, Perego A (2001) Multi criteria assessment of the probability of winning in the competitive bidding process. Int J Proj Manag 19:313–324CrossRef Cango E, Carno F, Perego A (2001) Multi criteria assessment of the probability of winning in the competitive bidding process. Int J Proj Manag 19:313–324CrossRef
go back to reference Chen T (2014) An ELECTRE-based outranking method for multiple criteria group decision making using interval type-2 fuzzy sets. Inf Sci 263:1–21MathSciNetCrossRefMATH Chen T (2014) An ELECTRE-based outranking method for multiple criteria group decision making using interval type-2 fuzzy sets. Inf Sci 263:1–21MathSciNetCrossRefMATH
go back to reference Chen TY (2015) The inclusion-based TOPSIS method with interval-valued intuitionistic fuzzy sets for multiple criteria group decision making. Appl Soft Comput 26:57–73CrossRef Chen TY (2015) The inclusion-based TOPSIS method with interval-valued intuitionistic fuzzy sets for multiple criteria group decision making. Appl Soft Comput 26:57–73CrossRef
go back to reference Chen SM, Tan JM (1994) Handling multi-criteria fuzzy decision making problems based on vague set theory. Fuzzy Sets Syst 67:163–172CrossRefMATH Chen SM, Tan JM (1994) Handling multi-criteria fuzzy decision making problems based on vague set theory. Fuzzy Sets Syst 67:163–172CrossRefMATH
go back to reference Chen N, Xu Z (2015) Hesitant fuzzy ELECTRE II approach: a new way to handle multi-criteria decision making problems. Inf Sci 292:175–197CrossRef Chen N, Xu Z (2015) Hesitant fuzzy ELECTRE II approach: a new way to handle multi-criteria decision making problems. Inf Sci 292:175–197CrossRef
go back to reference Chiclana F, Herrera-Viedma E, Alonso S, Herrera F (2008) Cardinal consistency of reciprocal preference relations: a characterization of multiplicative transitivity. IEEE Trans Fuzzy Syst 17:14–23CrossRefMATH Chiclana F, Herrera-Viedma E, Alonso S, Herrera F (2008) Cardinal consistency of reciprocal preference relations: a characterization of multiplicative transitivity. IEEE Trans Fuzzy Syst 17:14–23CrossRefMATH
go back to reference Darvish M, Yasaei M, Saeedi A (2009) Application of graph theory and matrix methods for contractor ranking. Int J Proj Manag 27:610–619CrossRef Darvish M, Yasaei M, Saeedi A (2009) Application of graph theory and matrix methods for contractor ranking. Int J Proj Manag 27:610–619CrossRef
go back to reference Diekmann JE, Girard MJ (1995) Are contract disputes predictable? J Constr Eng Manag 121:355–363CrossRef Diekmann JE, Girard MJ (1995) Are contract disputes predictable? J Constr Eng Manag 121:355–363CrossRef
go back to reference Duzkale AK, Lucko G (2016) Exposing uncertainty in bid preparation of steel construction cost estimating: iI. Comparative analysis and quantitative C-I-V-I-L classification. J Constr Eng Manag 142:04016050CrossRef Duzkale AK, Lucko G (2016) Exposing uncertainty in bid preparation of steel construction cost estimating: iI. Comparative analysis and quantitative C-I-V-I-L classification. J Constr Eng Manag 142:04016050CrossRef
go back to reference Efendigil T, Onut S, Kongar E (2008) A holistic approach for selecting a third party reverse logistics provider in the presence of vagueness. Comput Ind Eng 54:269–287CrossRef Efendigil T, Onut S, Kongar E (2008) A holistic approach for selecting a third party reverse logistics provider in the presence of vagueness. Comput Ind Eng 54:269–287CrossRef
go back to reference Fan ZP, Zhang Y (2010) A goal programming approach to group decision-making with three formats of incomplete preference relations. Intell Netw Collab Syst 14:1083–1090MATH Fan ZP, Zhang Y (2010) A goal programming approach to group decision-making with three formats of incomplete preference relations. Intell Netw Collab Syst 14:1083–1090MATH
go back to reference Farajian M (2010) Transaction cost estimation model for us infrastructure public private partnerships. M.S. thesis, University of Maryland, College Park, MD, USA, College Park, MD, USA Farajian M (2010) Transaction cost estimation model for us infrastructure public private partnerships. M.S. thesis, University of Maryland, College Park, MD, USA, College Park, MD, USA
go back to reference Fard MM, Terouhid SA, Jokar MRA (2015) Managerial evaluation of construction contractors in the selection process. Sch J Econ Bus Manag 2:145–158 Fard MM, Terouhid SA, Jokar MRA (2015) Managerial evaluation of construction contractors in the selection process. Sch J Econ Bus Manag 2:145–158
go back to reference Gautam SS, Singh SR (2018) An improved-based TOPSIS method in interval-valued intuitionistic fuzzy environment. Life Cycle Reliab Saf Eng 7(2):81–88CrossRef Gautam SS, Singh SR (2018) An improved-based TOPSIS method in interval-valued intuitionistic fuzzy environment. Life Cycle Reliab Saf Eng 7(2):81–88CrossRef
go back to reference Ghorabaee MK, Amiri M, Zavadsksa EK, Turskis Z (2017) Multi-criteria group decision-making using an extended as method with interval type-2 fuzzy sets. Ekon Manag 1:48–68 Ghorabaee MK, Amiri M, Zavadsksa EK, Turskis Z (2017) Multi-criteria group decision-making using an extended as method with interval type-2 fuzzy sets. Ekon Manag 1:48–68
go back to reference Gong ZW (2008) Least-square method to priority of the fuzzy preference relations with incomplete information. Int J Approx Reason 47:258–264CrossRefMATH Gong ZW (2008) Least-square method to priority of the fuzzy preference relations with incomplete information. Int J Approx Reason 47:258–264CrossRefMATH
go back to reference Guo L, Li H, Li P, Zhang C (2016) Transaction costs in construction projects under uncertainty. Kybernetes 45:866–883CrossRef Guo L, Li H, Li P, Zhang C (2016) Transaction costs in construction projects under uncertainty. Kybernetes 45:866–883CrossRef
go back to reference Gupta D, Msnir E, Chen Y (2015) Contractors’ and agency decisions and policy implications in A + B bidding. Prod Oper Manag 24:159–177CrossRef Gupta D, Msnir E, Chen Y (2015) Contractors’ and agency decisions and policy implications in A + B bidding. Prod Oper Manag 24:159–177CrossRef
go back to reference Ha SH, Krishnan R (2008) A hybrid approach to supplier selection for the maintenance of a competitive supply chain. Expert Syst Appl 34:1303–1311CrossRef Ha SH, Krishnan R (2008) A hybrid approach to supplier selection for the maintenance of a competitive supply chain. Expert Syst Appl 34:1303–1311CrossRef
go back to reference Hatami-Marbini A, Tavana M (2011) An extension of the Electre I method for group decision-making under a fuzzy environment. Omega 39:373–386CrossRefMATH Hatami-Marbini A, Tavana M (2011) An extension of the Electre I method for group decision-making under a fuzzy environment. Omega 39:373–386CrossRefMATH
go back to reference Hatush Z, Skimore M (1977) Criteria for contractor selection. Constr Manag Econ 15:19–38CrossRef Hatush Z, Skimore M (1977) Criteria for contractor selection. Constr Manag Econ 15:19–38CrossRef
go back to reference Herbsman Z (1995) A + B bidding method—hidden success story for highway construction. J Constr Eng Manag 121:430–437CrossRef Herbsman Z (1995) A + B bidding method—hidden success story for highway construction. J Constr Eng Manag 121:430–437CrossRef
go back to reference Ho S, Liu LY (2004) Analytical model for analyzing construction claims and opportunistic bidding. J Constr Eng Manag 130:94–104CrossRef Ho S, Liu LY (2004) Analytical model for analyzing construction claims and opportunistic bidding. J Constr Eng Manag 130:94–104CrossRef
go back to reference Hosny O, Nassar K, Esmail Y (2013) Prequalification of Egyptian construction contractors using fuzzy-AHP models. Eng Constr Archit Manag 20:381–405CrossRef Hosny O, Nassar K, Esmail Y (2013) Prequalification of Egyptian construction contractors using fuzzy-AHP models. Eng Constr Archit Manag 20:381–405CrossRef
go back to reference Jaggi CK, Yadavalli VSS, Sharma A, Tiwari S (2015) A fuzzy EOQ model with allowable shortage under different trade credit terms. Appl Math Inf Sci 10:785–805CrossRef Jaggi CK, Yadavalli VSS, Sharma A, Tiwari S (2015) A fuzzy EOQ model with allowable shortage under different trade credit terms. Appl Math Inf Sci 10:785–805CrossRef
go back to reference Jaselskis EJ, Russell JS (1992) Risk analysis approach to selection of contractor evaluation method. J Constr Eng Manag 118:814–821CrossRef Jaselskis EJ, Russell JS (1992) Risk analysis approach to selection of contractor evaluation method. J Constr Eng Manag 118:814–821CrossRef
go back to reference Jefferies M, John Brewer G, Gajendran T (2014) Using a case study approach to identify critical success factors for alliance contracting. Eng Constr Archit Manag 21:465–480CrossRef Jefferies M, John Brewer G, Gajendran T (2014) Using a case study approach to identify critical success factors for alliance contracting. Eng Constr Archit Manag 21:465–480CrossRef
go back to reference Ke H, Cui Z, Govindan K, Zavadskas EK (2015) The impact of contractual governance and trust on EPC projects in construction supply chain performance. Eng Econ 26(4):349–363CrossRef Ke H, Cui Z, Govindan K, Zavadskas EK (2015) The impact of contractual governance and trust on EPC projects in construction supply chain performance. Eng Econ 26(4):349–363CrossRef
go back to reference Kllir GJ (2006) Uncertainty and information, foundation of generalized information theory. Wiley, Hoboken Kllir GJ (2006) Uncertainty and information, foundation of generalized information theory. Wiley, Hoboken
go back to reference Konno Y (2015) Analysing Japanese contractor activity on the basis of panel data. Eng Constr Archit Manag 22:390–402CrossRef Konno Y (2015) Analysing Japanese contractor activity on the basis of panel data. Eng Constr Archit Manag 22:390–402CrossRef
go back to reference Kou G, Peng Y, Wang G (2014) Evaluation of clustering algorithms for financial risk analysis using MCDM methods. Inf Sci 275:1–12CrossRef Kou G, Peng Y, Wang G (2014) Evaluation of clustering algorithms for financial risk analysis using MCDM methods. Inf Sci 275:1–12CrossRef
go back to reference Książek M, Ciechowicz P (2016) Selection of the general contractor using the AHP method. Arch Civ Eng 62(3):105–116CrossRef Książek M, Ciechowicz P (2016) Selection of the general contractor using the AHP method. Arch Civ Eng 62(3):105–116CrossRef
go back to reference Lazauskas M, Zavadskas EK, Šaparauskas J (2015) Ranking of priorities among the baltic capital cities for the development of sustainable construction. E&M Ekon Manag 18:15–24 Lazauskas M, Zavadskas EK, Šaparauskas J (2015) Ranking of priorities among the baltic capital cities for the development of sustainable construction. E&M Ekon Manag 18:15–24
go back to reference Lee KW, Han SH (2017) Quantitative analysis for country classification in the construction industry. J Manag Eng 33:04017014CrossRef Lee KW, Han SH (2017) Quantitative analysis for country classification in the construction industry. J Manag Eng 33:04017014CrossRef
go back to reference Li CC, Rodriguez RM, Martinez L, Dong Y, Herrera F (2018) Consistency of hesitant fuzzy linguistic preference relations: an interval consistency index. Inf Sci 432:347–361MathSciNetCrossRef Li CC, Rodriguez RM, Martinez L, Dong Y, Herrera F (2018) Consistency of hesitant fuzzy linguistic preference relations: an interval consistency index. Inf Sci 432:347–361MathSciNetCrossRef
go back to reference Ling FY, Tan PC, Ning Y, Teo A, Gunawansa A (2015) Effect of adoption of relational contracting practices on relationship quality in public projects in Singapore. Eng Constr Archit Manag 22:169–189CrossRef Ling FY, Tan PC, Ning Y, Teo A, Gunawansa A (2015) Effect of adoption of relational contracting practices on relationship quality in public projects in Singapore. Eng Constr Archit Manag 22:169–189CrossRef
go back to reference Martin H, Lewis TM, Petersen A, Peters E (2017) Cloudy with a chance of fuzzy: building a multi criteria uncertainty model for construction project delivery selection. J Comput Civil Eng 31:04016046CrossRef Martin H, Lewis TM, Petersen A, Peters E (2017) Cloudy with a chance of fuzzy: building a multi criteria uncertainty model for construction project delivery selection. J Comput Civil Eng 31:04016046CrossRef
go back to reference Mehlawat MK, Grover N (2017) Intuitionistic fuzzy multi-criteria group decision making with an application to critical path selection. Ann Oper Res 269:1–16MathSciNetMATH Mehlawat MK, Grover N (2017) Intuitionistic fuzzy multi-criteria group decision making with an application to critical path selection. Ann Oper Res 269:1–16MathSciNetMATH
go back to reference Mendel JM, Wu D (2010) Perceptual computing: aiding people in making subjective judgments. Wiley, HobokenCrossRef Mendel JM, Wu D (2010) Perceptual computing: aiding people in making subjective judgments. Wiley, HobokenCrossRef
go back to reference Nguyen LH, Watanabe T (2017) The impact of project organizational culture on the performance of construction projects. Sustainability 9(5):781CrossRef Nguyen LH, Watanabe T (2017) The impact of project organizational culture on the performance of construction projects. Sustainability 9(5):781CrossRef
go back to reference Nieto-Morote A, Ruz-vila F (2012) A fuzzy multi-criteria decision-making model for construction contractor prequalification. Autom Constr 25:8–19CrossRef Nieto-Morote A, Ruz-vila F (2012) A fuzzy multi-criteria decision-making model for construction contractor prequalification. Autom Constr 25:8–19CrossRef
go back to reference Olaniran OJ (2015) The effects of cost-based contractor selection on construction project performance. J Financ Manag Prop Constr 20(3):235–251CrossRef Olaniran OJ (2015) The effects of cost-based contractor selection on construction project performance. J Financ Manag Prop Constr 20(3):235–251CrossRef
go back to reference Puri D, Tiwari S (2014) Evaluating the criteria for contractors’ selection and bid evaluation. Int J Eng Sci Invent 3(2014):44–48 Puri D, Tiwari S (2014) Evaluating the criteria for contractors’ selection and bid evaluation. Int J Eng Sci Invent 3(2014):44–48
go back to reference Safin S, Leclercq P, Blavier A (2008) Errors in architectural design process: towards a cognitive model. In: International design conference, pp 1057–1064 Safin S, Leclercq P, Blavier A (2008) Errors in architectural design process: towards a cognitive model. In: International design conference, pp 1057–1064
go back to reference Sarkar B, Mahapatra AS (2015) Periodic review fuzzy inventory model with variable lead time and fuzzy demand. Int Trans Oper Res 24:1197–1227MathSciNetCrossRefMATH Sarkar B, Mahapatra AS (2015) Periodic review fuzzy inventory model with variable lead time and fuzzy demand. Int Trans Oper Res 24:1197–1227MathSciNetCrossRefMATH
go back to reference Semaan N, Salem M (2017) A deterministic contractor selection decision support system for competitive bidding. Eng Constr Archit Manag 24:61–77CrossRef Semaan N, Salem M (2017) A deterministic contractor selection decision support system for competitive bidding. Eng Constr Archit Manag 24:61–77CrossRef
go back to reference Senthil S, Srirangacharyulu B, Ramesh A (2014) A robust hybrid multi-criteria decision making methodology for contractor evaluation and selection in third-party reverse logistics. Experts Syst Appl 41(2014):50–58CrossRef Senthil S, Srirangacharyulu B, Ramesh A (2014) A robust hybrid multi-criteria decision making methodology for contractor evaluation and selection in third-party reverse logistics. Experts Syst Appl 41(2014):50–58CrossRef
go back to reference Shaikh AA, Bhunia AK, Cardenas-barron LE, Sahoo L, Tiwari S (2018) A fuzzy inventory model for a deteriorating item with variable demand, permissible delay in payments and partial backlogging with shortage follows inventory (SFI) policy. Int J Fuzzy Syst 20:1–18MathSciNetCrossRef Shaikh AA, Bhunia AK, Cardenas-barron LE, Sahoo L, Tiwari S (2018) A fuzzy inventory model for a deteriorating item with variable demand, permissible delay in payments and partial backlogging with shortage follows inventory (SFI) policy. Int J Fuzzy Syst 20:1–18MathSciNetCrossRef
go back to reference Sharma AK, Jaggi CK, Tiwari S (2017) Optimal replenishment policy for price dependent demand in different financial scenario under fuzzy environment. Int J Inventory Res 4:103–131CrossRef Sharma AK, Jaggi CK, Tiwari S (2017) Optimal replenishment policy for price dependent demand in different financial scenario under fuzzy environment. Int J Inventory Res 4:103–131CrossRef
go back to reference Shen LY, Wu GWC, Ng CSK (2001) Risk assessment for construction joint ventures in China. J Constr Eng Manag 127:76–81CrossRef Shen LY, Wu GWC, Ng CSK (2001) Risk assessment for construction joint ventures in China. J Constr Eng Manag 127:76–81CrossRef
go back to reference Shen F, Xu J, Xu Z (2016) An outranking sorting method for multi-criteria group decision making using intuitionistic fuzzy sets. Inf Sci 334–335:338–353CrossRefMATH Shen F, Xu J, Xu Z (2016) An outranking sorting method for multi-criteria group decision making using intuitionistic fuzzy sets. Inf Sci 334–335:338–353CrossRefMATH
go back to reference Tatum CB (2018) Construction engineering research: integration and innovation. J Constr Eng Manag 144(3):04018005CrossRef Tatum CB (2018) Construction engineering research: integration and innovation. J Constr Eng Manag 144(3):04018005CrossRef
go back to reference Tošenovský F (2015) Multicriteria decision making weights and a competitive product design. E&M Ekon Manag 18:84–94 Tošenovský F (2015) Multicriteria decision making weights and a competitive product design. E&M Ekon Manag 18:84–94
go back to reference Urena R, Chiclana F, Morente-Molinera JA, Herrera-viedma E (2015) Managing in- complete preference relations in decision making: a review and future trends. Inf Sci 302:14–32CrossRefMATH Urena R, Chiclana F, Morente-Molinera JA, Herrera-viedma E (2015) Managing in- complete preference relations in decision making: a review and future trends. Inf Sci 302:14–32CrossRefMATH
go back to reference Wang ZJ, Li KW (2015) A multi-step goal programming approach for group decision making with incomplete interval additive reciprocal comparison matrices. Eur J Oper Res 242:890–900MathSciNetCrossRefMATH Wang ZJ, Li KW (2015) A multi-step goal programming approach for group decision making with incomplete interval additive reciprocal comparison matrices. Eur J Oper Res 242:890–900MathSciNetCrossRefMATH
go back to reference Wu J, Chiclana F (2014) Multiplicative consistency of intuitionistic reciprocal prefer- ence relations and its application to missing values estimation and consensus building. Knowl Based Syst 71:187–200CrossRef Wu J, Chiclana F (2014) Multiplicative consistency of intuitionistic reciprocal prefer- ence relations and its application to missing values estimation and consensus building. Knowl Based Syst 71:187–200CrossRef
go back to reference Wu J, Chiclana F, Herrera-Viedma E (2015) Trust based consensus model for social network in an incomplete linguistic information context. Appl Soft Comput 35:827–839CrossRef Wu J, Chiclana F, Herrera-Viedma E (2015) Trust based consensus model for social network in an incomplete linguistic information context. Appl Soft Comput 35:827–839CrossRef
go back to reference Xia B (2010) The selection of design-build operational variations in the People’s Republic of China using Delphi method and fuzzy set theory. Ph.D. thesis, Hong Kong Polytechnic University, Hong Kong, 2010 Xia B (2010) The selection of design-build operational variations in the People’s Republic of China using Delphi method and fuzzy set theory. Ph.D. thesis, Hong Kong Polytechnic University, Hong Kong, 2010
go back to reference Xiaoxiong Z, Bingfeng G, Jiang J, Tan Y (2016) Consensus building in group decision making based on multiplicative consistency with incomplete reciprocal preference relations. Knowl Based Syst 15:96–104 Xiaoxiong Z, Bingfeng G, Jiang J, Tan Y (2016) Consensus building in group decision making based on multiplicative consistency with incomplete reciprocal preference relations. Knowl Based Syst 15:96–104
go back to reference Xu Z (2007) Intuitionistic fuzzy aggregation operators. IEEE Trans Fuzzy Syst 15:1179–1187CrossRef Xu Z (2007) Intuitionistic fuzzy aggregation operators. IEEE Trans Fuzzy Syst 15:1179–1187CrossRef
go back to reference Xu J, Shen F (2014) A new outranking choice method for group decision making under Atanassov’s interval-valued intuitionistic fuzzy environment. Knowl Based Syst 70:177–188CrossRef Xu J, Shen F (2014) A new outranking choice method for group decision making under Atanassov’s interval-valued intuitionistic fuzzy environment. Knowl Based Syst 70:177–188CrossRef
Metadata
Title
Evaluation and selecting the contractor in bidding with incomplete information using MCGDM method
Authors
Alireza Komeili Birjandi
Fatemeh Akhyani
Reza Sheikh
Shib Sankar Sana
Publication date
15-05-2019
Publisher
Springer Berlin Heidelberg
Published in
Soft Computing / Issue 20/2019
Print ISSN: 1432-7643
Electronic ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-019-04050-y

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