Application of Incomplete Analytic Hierarchy Process and Choquet Integral to Select the best Supplier and Order Allocation in Petroleum Industry

Abstract

In a powerful industry, supplier selection is one of the complex processes that can increase productivity and competitive advantages. Supplier selection includes different quantitative, qualitative, and also interactive criteria. In addition, the selection process has always faced with inadequate and incomplete data. Multi-criteria decision making (MCDM) is a useful approach that can be applied, for addressing the opting problems of a supplier considering mentioned issues. In this approach, the interaction between criteria can be considered with several methods, such as Choquet integral, which is a practical method for decision ranking. Also, incomplete data can be covered with incomplete analytic hierarchy process (AHP) method. Therefore, in this study, an application of Choquet integral along with incomplete AHP method is provided for supplier selection problem at the petroleum industry. After achieving the ranking rate of suppliers, requested orders are assigned to preferred suppliers by using multi-objective linear programming (MOLP) model and ɛ-constraint method to generate the Pareto optimal points. As a result, supplier 3 with weight 0.8274 was the most preferred supplier in which 50% of total orders was assigned to this supplier as the best selection.

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“…A new parsimonious AHP methodology is introduced in Abastante et al (2019). In other studies, Ruiz et al (2020) proposed the GIS-AHP method, Amenta et al ( 2021) dealt with the issue of aggregating judgments in non-negotiable AHP, and Maleki et al (2020) proposed a combination method of incomplete AHP and Choquet integral.…”

A New Solution for Incomplete Ahp Model Using Goal Programming and Similarity Function

“…A new parsimonious AHP methodology is introduced in Abastante et al (2019). In other studies, Ruiz et al (2020) proposed the GIS-AHP method, Amenta et al ( 2021) dealt with the issue of aggregating judgments in non-negotiable AHP, and Maleki et al (2020) proposed a combination method of incomplete AHP and Choquet integral.…”