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A HYBRID MCDM MODEL FOR SUPPLIER SELECTION IN SUPPLY CHAIN
SANATAN RATNA, ASHISH GOSWAMI, KUMAR ANAND,
ANAND KR. RAI & AKASH YADAV
Department of Mechanical Engineering, ASET, Amity University, Noida, Uttar Pradesh, India
ABSTRACT
Decision makers in SMEs across the world are in dilemma as a lot of suppliers with varying suitability are
available in the market due to globalization and the liberalization of the Indian economy. The decision needs to be taken
about the selection of the best supplier while keeping into account the various degrees of variations in the different
criteria. This needs to be done to form an agile manufacturing environment. The current research work deals with the
selection of the supplier based on six criteria among twenty-five suppliers. In order to achieve this, a hybrid MCDM
model which consists of Grey Relational Analysis (GRA), Analytical Hierarchy Process (AHP) and Technique for Order
Performance by Similarity to Ideal Solution (TOPSIS). GRA is used to shortlist the most important criteria among a
number of criteria available. AHP is used to give weightage to the various selected criteria. At the end, the TOPSIS
method is used to select the best supplier among the available twenty-five suppliers. The hybrid GRAPH-TOP model
hence developed is used to analyze the supply chain management of an SME (forging industry) in Delhi NCR.
KEYWORDS: SME, MCDM, AHP, GRA, TOPSIS, Agile manufacturing environment & Supply Chain Management
Received: Jan 22, 2019; Accepted: Feb 12, 2019; Published: Apr 13, 2019; Paper Id.: IJMPERDJUN201915
INTRODUCTION
Decision makers in SMEs across the world are spoilt for choice as the number of alternatives lying in front
of them is vast. The decision needs to be taken about the selection of the best supplier while keeping into account
the various degrees of variations in the different criteria. The current research work deals with the selection of the
supplier based on six criteria among twenty-five suppliers. In order to achieve this, a hybrid MCDM model which
consists of Grey Relational Analysis (GRA), Analytical Hierarchy Process (AHP) and Technique for Order
Performance by Similarity to Ideal Solution (TOPSIS). GRA is used to shortlist the most important criteria among a
number of criteria available. AHP is used to give weightage to the various selected criteria. At the end, the TOPSIS
method is used to select the best supplier among the available twenty-five suppliers. The hybrid GRAPH-TOP
model hence developed is used to analyze the supply chain management of an SME (forging industry) in Delhi
NCR.
METHODOLOGY
The proposed methodology consists of ant integrated MCDM approach combining GRA, AHP &TOPSIS.
The grey system theory was developed by Deng Julong of China in the year 1982. The concept of Grey system is
basically a representation of an incomplete or uncertain information system as the grey color lies between black (no
information) & white (all information). The method can convert a multi-response problem into a single response
optimization problem by finding grey relation grades (GRG). AHP has been proved as a simple yet effective tool
for multi-criteria decision making with plenty of applications reported in the fields of management science,
Original Article
International Journal of Mechanical and Production
Engineering Research and Development (IJMPERD)
ISSN (P): 2249-6890; ISSN (E): 2249-8001
Vol. 9, Issue 3, Jun 2019, 143-150
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