Skip to main content
Top

2020 | OriginalPaper | Chapter

15. Efficient Supplier Selection: A Way to Better Inventory Control

Authors : Shuya Zhong, Sujeet Kumar Singh, Mark Goh

Published in: Optimization and Inventory Management

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Effective supplier evaluation during the purchasing process is important to business, as supplier selection and the success of inventory management depend on how and which suppliers are selected. Given the popularity of supplier selection with inventory control, this chapter presents an actual, complex supplier selection problem involving multiple products where conflicting inventory related attributes such as response time, delivery reliability, stock quantity, service level and the track record of the suppliers, are involved. The challenge for this case firm is to inter-twine supplier selection with inventory management so as to yield the best space utilization, lower inventory carrying cost and increase end customer satisfaction. Our main contribution is to apply fuzzy AHP and fuzzy TOPSIS to rank and choose efficient suppliers through the linguistic ratings of a set of potential suppliers. Under the environment of global competition, accurate demand fulfilment has become more significant than ever before in supply chain management. As a result, we consider stochastic demand parameters and model the problem with the help of triangular fuzzy numbers. A multi-objective mixed integer linear optimization model is formed to assign the order volume to the selected supplier(s), with a view to executing inventory control visually on a user interface.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
2.
go back to reference Bhutta KS, Huq F (2002) Supplier selection problem: a comparison of total cost of ownership and analytic hierarchy process approaches. Supply Chain Manag Int J 7(3):126–135CrossRef Bhutta KS, Huq F (2002) Supplier selection problem: a comparison of total cost of ownership and analytic hierarchy process approaches. Supply Chain Manag Int J 7(3):126–135CrossRef
3.
go back to reference Cárdenas-Barrón LE, González-Velarde JL, Treviño-Garza G (2015) A new approach to solve the multi-product multi-period inventory lot sizing with supplier selection problem. Comput Oper Res 64:225–232CrossRef Cárdenas-Barrón LE, González-Velarde JL, Treviño-Garza G (2015) A new approach to solve the multi-product multi-period inventory lot sizing with supplier selection problem. Comput Oper Res 64:225–232CrossRef
4.
go back to reference Chai J, Liu JN, Ngai EW (2013) Application of decision-making techniques in supplier selection: a systematic review of literature. Expert Syst Appl 40(10):3872–3885CrossRef Chai J, Liu JN, Ngai EW (2013) Application of decision-making techniques in supplier selection: a systematic review of literature. Expert Syst Appl 40(10):3872–3885CrossRef
5.
go back to reference Chang DY (1996) Applications of the extent analysis method on fuzzy AHP. Eur J Oper Res 95(3):649–655CrossRef Chang DY (1996) Applications of the extent analysis method on fuzzy AHP. Eur J Oper Res 95(3):649–655CrossRef
6.
go back to reference Choudhary D, Shankar R (2013) Joint decision of procurement lot-size, supplier selection, and carrier selection. J Purch Supply Manag 19(1):16–26CrossRef Choudhary D, Shankar R (2013) Joint decision of procurement lot-size, supplier selection, and carrier selection. J Purch Supply Manag 19(1):16–26CrossRef
7.
go back to reference Choudhary D, Shankar R (2014) A goal programming model for joint decision making of inventory lot-size, supplier selection and carrier selection. Comput Ind Eng 71:1–9CrossRef Choudhary D, Shankar R (2014) A goal programming model for joint decision making of inventory lot-size, supplier selection and carrier selection. Comput Ind Eng 71:1–9CrossRef
8.
go back to reference Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans Evol Comput 6(2):182–197CrossRef Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans Evol Comput 6(2):182–197CrossRef
9.
go back to reference Duan L, Ventura JA (2019) A dynamic supplier selection and inventory management model for a serial supply chain with a novel supplier price break scheme and flexible time periods. Eur J Oper Res 272:979–998CrossRef Duan L, Ventura JA (2019) A dynamic supplier selection and inventory management model for a serial supply chain with a novel supplier price break scheme and flexible time periods. Eur J Oper Res 272:979–998CrossRef
10.
go back to reference Govindan K, Rajendran S, Sarkis J, Murugesan P (2015) Multi criteria decision making approaches for green supplier evaluation and selection: A literature review. J Clean Prod 98:66–83CrossRef Govindan K, Rajendran S, Sarkis J, Murugesan P (2015) Multi criteria decision making approaches for green supplier evaluation and selection: A literature review. J Clean Prod 98:66–83CrossRef
11.
go back to reference Hamdan S, Cheaitou A (2017) Supplier selection and order allocation with green criteria: An MCDM and multi-objective optimization approach. Comput Oper Res 81:282–304CrossRef Hamdan S, Cheaitou A (2017) Supplier selection and order allocation with green criteria: An MCDM and multi-objective optimization approach. Comput Oper Res 81:282–304CrossRef
12.
go back to reference Hwang CL, Yoon K (1981) Multiple attributes decision making methods and applications. Springer, BerlinCrossRef Hwang CL, Yoon K (1981) Multiple attributes decision making methods and applications. Springer, BerlinCrossRef
13.
go back to reference Junior FRL, Osiro L, Carpinetti LCR (2014) A comparison between Fuzzy AHP and Fuzzy TOPSIS methods to supplier selection. Appl Soft Comput 21:194–209CrossRef Junior FRL, Osiro L, Carpinetti LCR (2014) A comparison between Fuzzy AHP and Fuzzy TOPSIS methods to supplier selection. Appl Soft Comput 21:194–209CrossRef
14.
go back to reference Kannan D, Khodaverdi R, Olfat L, Jafarian A, Diabat A (2013) Integrated fuzzy multi criteria decision making method and multi-objective programming approach for supplier selection and order allocation in a green supply chain. J Clean Prod 47:355–367CrossRef Kannan D, Khodaverdi R, Olfat L, Jafarian A, Diabat A (2013) Integrated fuzzy multi criteria decision making method and multi-objective programming approach for supplier selection and order allocation in a green supply chain. J Clean Prod 47:355–367CrossRef
15.
go back to reference Mazdeh MM, Emadikhiav M, Parsa I (2015) A heuristic to solve the dynamic lot sizing problem with supplier and quantity discounts. Comput Ind Eng 85:33–43CrossRef Mazdeh MM, Emadikhiav M, Parsa I (2015) A heuristic to solve the dynamic lot sizing problem with supplier and quantity discounts. Comput Ind Eng 85:33–43CrossRef
16.
go back to reference Mendoza A, Ventura JA (2012) Analytical models for supplier selection and order quantity allocation. Appl Math Model 36(8):3826–3835CrossRef Mendoza A, Ventura JA (2012) Analytical models for supplier selection and order quantity allocation. Appl Math Model 36(8):3826–3835CrossRef
17.
go back to reference Parsa I, Khiav M, Mazdeh M, Mehrani S (2013) A multi supplier lot sizing strategy using dynamic programming. Int J Ind Eng Comput 4(1):61–70 Parsa I, Khiav M, Mazdeh M, Mehrani S (2013) A multi supplier lot sizing strategy using dynamic programming. Int J Ind Eng Comput 4(1):61–70
18.
go back to reference Patil SK, Kant R (2014) A fuzzy AHP-TOPSIS framework for ranking the solutions of knowledge management adoption in supply chain to overcome its barriers. Expert Syst Appl 41(2):679–693CrossRef Patil SK, Kant R (2014) A fuzzy AHP-TOPSIS framework for ranking the solutions of knowledge management adoption in supply chain to overcome its barriers. Expert Syst Appl 41(2):679–693CrossRef
19.
go back to reference Purohit AK, Choudhary D, Shankar R (2016) Inventory lot-sizing with supplier selection under non-stationary stochastic demand. Int J Prod Res 54(8):2459–2469CrossRef Purohit AK, Choudhary D, Shankar R (2016) Inventory lot-sizing with supplier selection under non-stationary stochastic demand. Int J Prod Res 54(8):2459–2469CrossRef
20.
go back to reference Ravindran A, Warsing DP (2013) Supply chain engineering: models and applications. CRC Press, New York Ravindran A, Warsing DP (2013) Supply chain engineering: models and applications. CRC Press, New York
21.
go back to reference Saaty TL (1980) Analytic hierarchy process. McGraw Hill, New York Saaty TL (1980) Analytic hierarchy process. McGraw Hill, New York
22.
go back to reference Sarkis J, Talluri S (2002) A model for strategic supplier selection. J Supply Chain Manag 38(1):18–28CrossRef Sarkis J, Talluri S (2002) A model for strategic supplier selection. J Supply Chain Manag 38(1):18–28CrossRef
23.
go back to reference Williamson OE (2008) Outsourcing: Transaction cost economics and supply chain management. J Supply Chain Manag 44(2):5–16CrossRef Williamson OE (2008) Outsourcing: Transaction cost economics and supply chain management. J Supply Chain Manag 44(2):5–16CrossRef
24.
go back to reference Yazdani M, Chatterjee P, Zavadskas EK, Zolfani SH (2017) Integrated QFD-MCDM framework for green supplier selection. J Clean Prod 142:3728–3740CrossRef Yazdani M, Chatterjee P, Zavadskas EK, Zolfani SH (2017) Integrated QFD-MCDM framework for green supplier selection. J Clean Prod 142:3728–3740CrossRef
Metadata
Title
Efficient Supplier Selection: A Way to Better Inventory Control
Authors
Shuya Zhong
Sujeet Kumar Singh
Mark Goh
Copyright Year
2020
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-13-9698-4_15