Skip to main content

Modeling and Optimization of Strategic Sustainable Sourcing

  • Chapter
  • First Online:
Supplier Selection

Part of the book series: Studies in Systems, Decision and Control ((SSDC,volume 88))

  • 2082 Accesses

Abstract

Nowadays, sustainable development has received lot of attention from academic as well as from practitioners. Different industries already implemented strategies for sustainable development as it improves cooperation among companies along the supply chain to give better flow of capital, material, and information. In brief, sustainable development gives better supply chain visibility to prevent future risk or uncertainty. In this chapter, three different methods are discussed with example and case study. A two-stage sustainable supplier selection method is proposed first for multi-product assembly-to-order (ATO) production system to deal with demand uncertainty, green house gas (GHG) emission, reliability of supply, level of disassembly, and social issues of supplier selection. It is an integrated approach of intuitionistic fuzzy AHP (IF-AHP) and multi-objective genetic algorithm (MOGA). Second, a cascaded fuzzy inference system is discussed with an example. A decision support system is developed in this regard with Microsoft Visual Basic.NET (VB.NET) and MATLAB. Finally, strategic sustainable sourcing is discussed for a large number of suppliers with a case study. In the last method, “R” software and spreadsheet are used for K-means data clustering technique. In brief, an attempt has been made in this chapter to discuss several methods from sustainable sourcing to strategic sustainable procurement process.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Amindoust A, Ahmed S, Saghafinia A, Bahreininejad A (2012) Sustainable supplier selection: A ranking model based on fuzzy inference system. Appl Soft Comput 12:1668–1677

    Article  Google Scholar 

  • Bai C, Sarkis J (2010) Green supplier development: Analytical evaluation using rough set theory. J Clean Prod. doi:10.1016/j.jclepro.2010.01.016

    Google Scholar 

  • Brink S, Diehl JC, Stevels A (1998) ECO-QUEST, an ecodesign self audit tool for suppliers of the electronics industry. In: Proc. the 1998 international symposium on electronics and the environment, May 4–6, Oak Brook, Illinois, pp 129–132

    Google Scholar 

  • Carr AS, Pearson JN (1999) Strategically managed buyer–seller relationships and performance outcomes. J Oper Manag 17:497–519

    Article  Google Scholar 

  • Charrad M, Ghazzali N, Boiteau V, Niknafs A (2014) NbClust: An R package for determining the relevant number of clusters in a data set. J Stat Softw 61(6):1–36

    Article  Google Scholar 

  • Chen TY (2011) A comparative analysis of score functions for multiple criteria decision making in intuitionistic fuzzy settings. Inf Sci 181:3652–3676

    Article  Google Scholar 

  • Council for solid waste solution (1990). www.americanchemistry.com/s_plastics/bin.asp?CID=1211&DID=4601&DOC=FILE.PDF

  • Das SK, Mathew S (1999) Characterization of material outputs from an electronics demanufacturing facility. In: proc. IEEE international symposium on electronics and the environment, Boston, MA, May 11–13, pp 251–256

    Google Scholar 

  • Das SK, Naik S (2002) Process planning for product disassembly. Int J Prod Res 40(6):1335–1355

    Article  Google Scholar 

  • Das S, Yedlarajiah D (2002) An integer programming model for prescribing material recovery strategies. In: Proc. IEEE international symposium on electronics and the environment, May 6–9, pp 118–122

    Google Scholar 

  • De Toni A, Nassimbeni G (1999) Buyer–supplier operational practices, sourcing policies and plant performance: result of an empirical research. Int J Prod Res 37(3):597–619

    Article  MATH  Google Scholar 

  • Franke J (1995) Political evolution of EMAS: perspectives from the EU, National governments and industrial groups. Bus Strategy Environ 5(3):14–17

    Google Scholar 

  • Franklin Associates (1991) Product life-cycle assessment: guidelines and principles. EPA Report, #68-CO-0003

    Google Scholar 

  • Ghodsypour SH, O’Brien C (1998) A decision support system for supplier selection using an integrated analytic hierarchy process and linear programming. Int J Prod Econ 56–57:199–212

    Article  Google Scholar 

  • Guan Z, Jin Z, Zou B (2007) A Multi-Objective Mixed-Integer Stochastic Programming Model for the Vendor Selection Problem under Multi-Product Purchases. Inform Management Sci 18(3):241–252

    MathSciNet  MATH  Google Scholar 

  • Gungor A, Gupta SM (1999) Issues in environmentally conscious manufacturing and product recovery: A survey. Comput Ind Eng 36:811–853

    Article  Google Scholar 

  • Gupta M (1995) Environmental management and its impact on the operations function. Int J Oper Prod Manage 15(8):34–51

    Article  Google Scholar 

  • Handfield R, Walton S, Sroufe R, Melnyk S (2002) Applying environmental criteria to supplier assessment: a study in the application of the analytical hierarchy process. Eur J Oper Res 141:70–87

    Article  MATH  Google Scholar 

  • Hsu C-W, Hu AH (2009) Applying hazardous substance management to supplier selection using analytic network process. J Clean Prod 17:255–264

    Article  Google Scholar 

  • Hunt R, Sellers J, Franklin W (1992) Resource and environmental profile analysis: a life cycle environmental assessment for products and procedures. Environ Impact Assess Rev 12(3):245–269

    Article  Google Scholar 

  • Ishii K, Eubanks CF, Marco PD (1994) Design for product retirement and material life-cycle. Mater Des 15(4):225–233

    Article  Google Scholar 

  • Kim K, Song I, Kim J, Jeong B (2006) Supply planning model for remanufacturing system in reverse logistics environment. Comput Ind Eng 51:279–287

    Article  Google Scholar 

  • Kotha S (1995) Mass customisation: implementing the emerging paradigm for competitive advantage. Strategic Manage J 16:21–42

    Article  Google Scholar 

  • Lee HI, Kang HY, Hsu CF, Hung HC (2009) A green supplier selection model for high-tech industry. Expert Syst Appl 36(4):7917–7927

    Article  Google Scholar 

  • Levan LS (1998) Life cycle assessment: measuring environmental impact. www.fpl.fs.fed.us/documnts/pdf1998/levan98b.pdf

  • Milligan GW, Cooper MC (1985) An examination of procedures for determining the number of clusters in a data set. Psychometrika 50(2):159–179

    Article  Google Scholar 

  • Mukherjee K, Sarkar B, Bhattacharya A (2011) Comments on the erratum to “Supply planning model for remanufacturing system in reverse logistics environment” [Comput. Ind. Eng. 51 (2006) 279–287]. Comput Ind Eng 61:1349–1350

    Article  Google Scholar 

  • Muralidharan C, Anantharaman N, Deshmukh (2002) A multi-criteria group decision making model for supplier rating. J Supply Chain Manage Fall 22–33

    Google Scholar 

  • News letter of life cycle assessment society of Japan (JLCA), edition 1. www.jemai.or.jp

  • Noci G (1997) Design “green” vendor rating systems for the assessment of a supplier’s environmental performance. Eur J Purchasing Supply Manage 3(2):103–114

    Article  Google Scholar 

  • Pine BJ (1993) Mass customisation. HBS Press, Boston

    Google Scholar 

  • Sanchez PP, Soyer R (1998) Information concepts and pair-wise comparison matrices. Inf Processing Lett 68:185–188

    Article  MATH  Google Scholar 

  • Shin H, Collier DA, Wilson DD (2000) Supply management orientation and supplier buyer performance. J Oper Manage 18:317–333

    Article  Google Scholar 

  • Smith KG, Carroll SJ, Ashford SJ (1995) Intra-and inter-organizational cooperation: toward a research agenda. Acad Manag J 38(1):7–23

    Article  Google Scholar 

  • Spekman RE (1988) Perceptions of strategic vulnerability among industrial buyers and its effect on information search and supplier evaluation. J Bus Res 17:313–326

    Article  Google Scholar 

  • Stilwell JR, Canty PK, Montrone A (1991) Packaging for the environment. American Management Association, New York

    Google Scholar 

  • Svoboda S (1995) Note on life cycle analysis www.umich.edu/~nppcpub/resources/compendia/CORPpdfs/CORPlca.pdf

  • Szmidt E, Kacprzyk J (2000) Distance between intuitionistic fuzzy sets. Fuzzy Sets, Syst 114(3):505–518

    Article  MathSciNet  MATH  Google Scholar 

  • Tracey M, Tan CL (2001) Empirical analysis of supplier selection and involvement, customer satisfaction and firm performance. Supply Chain Manage: Int J 6(4):174–188

    Article  Google Scholar 

  • Van Hoek RI (1999) From reversed logistics to green supply chains. Supply Chain Manage: Int J 4(3):129–135

    Article  Google Scholar 

  • Wang M, Perkins JR (2006) Using interval alignment policies for efficient production control of supply chain systems. Int J Ind Syst Eng 1(1–2):87–108

    Google Scholar 

  • Wang M, Perkins JR (2011) Time interval alignment (ia) policies, boundary and applications with multiple stream arrivals. J Syst Sci Syst Eng 20(4):400–415

    Article  Google Scholar 

  • Wu CH, Kuo TC, Lu YY (2007) Environmental principles applicable to green supplier evaluation by using multi-objective decision analysis. Int J Prod Res 45(18–19):4317–4331

    MATH  Google Scholar 

  • Xia W, Wu Z (2007) Supplier selection with multiple criteria in volume discount environments. Omega 35:494–504

    Article  Google Scholar 

  • Zeid I, Gupta SM (2002) Computational algorithm to evaluate product disassembly cost index. In: Proc. of the SPIE international conference on environmentally conscious manufacturing II, February 11, pp 23–31

    Google Scholar 

  • Zhang HC, Li J, Shrivastava P, Whitely A, Eugene M (2004) A web-based system for reverse manufacturing and product environmental impact assessment considering end-of-life dispositions. CIRP Annals-Manuf Technol 53(1):5–8

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Krishnendu Mukherjee .

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer (India) Pvt. Ltd.

About this chapter

Cite this chapter

Mukherjee, K. (2017). Modeling and Optimization of Strategic Sustainable Sourcing. In: Supplier Selection. Studies in Systems, Decision and Control, vol 88. Springer, New Delhi. https://doi.org/10.1007/978-81-322-3700-6_4

Download citation

  • DOI: https://doi.org/10.1007/978-81-322-3700-6_4

  • Published:

  • Publisher Name: Springer, New Delhi

  • Print ISBN: 978-81-322-3698-6

  • Online ISBN: 978-81-322-3700-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics