An Integrated Analytical Hierarchy Process and Monte Carlo Method Approach for Supplier Selection in Construction's Supply Chain

Cinthya Nila Kristy, T. Yuri Zagloel

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Construction is typically more dynamic than any other business sector because of construction have a high uncertainty which can be affected by weathers, political-economy conditions, and unpredictable situation along the process. Supplier selection is an important key in construction, delay in supply materials and tools can affect the project's duration. There are many studies for supplier selection to solve the problem of supplier selection in construction. Recent studies using Decision-Making Method with a deterministic mathematical model. The aim of this study is to build a model for supplier selection with a probabilistic mathematical model to solve the uncertain problem in construction. This paper proposes an integrated MCDM methodology. Analytic Hierarchy Process (AHP) is used to determine the weight of the criteria for supplier selection, which needs an opinion from the experts. And Monte Carlo Method is used as a simulation for selected uncertain-criteria in construction using a case study from a construction company. The contribution of this research is to propose a probabilistic model MCDM for supplier selection in construction to conquer the uncertainty.

Original languageEnglish
Title of host publicationAsia Pacific Conference on Research in Industrial and Systems Engineering, APCORISE 2020 - Proceedings
PublisherAssociation for Computing Machinery
Pages300-304
Number of pages5
ISBN (Electronic)9781450376006
DOIs
Publication statusPublished - 16 Jun 2020
Event3rd Asia Pacific Conference on Research in Industrial and Systems Engineering, APCORISE 2020 - Depok, Online, Indonesia
Duration: 16 Jun 2020 → …

Publication series

NameACM International Conference Proceeding Series

Conference

Conference3rd Asia Pacific Conference on Research in Industrial and Systems Engineering, APCORISE 2020
CountryIndonesia
CityDepok, Online
Period16/06/20 → …

Keywords

  • AHP-Monte Carlo Method
  • Probabilistic Model
  • Supplier Selection
  • Uncertainty in Construction

Fingerprint Dive into the research topics of 'An Integrated Analytical Hierarchy Process and Monte Carlo Method Approach for Supplier Selection in Construction's Supply Chain'. Together they form a unique fingerprint.

Cite this