10.30495/fomj.2024.2003769.1130

Uncertain Location of Network Structured Production Units

  1. Faculty of Mathematical Sciences, Shahrood University of Technology, Shahrood, Iran
  2. Faculty of Industrial Engineering and Management Science, Shahrood University of Technology

Revised: 2023-12-12

Accepted: 2024-01-31

Published in Issue 2024-01-31

How to Cite

Azodi, A., Fathali, J., Ghiyasi, M., & Sayar, T. (2024). Uncertain Location of Network Structured Production Units. Fuzzy Optimization and Modeling Journal (FOMJ), 5(1), 1-12. https://doi.org/10.30495/fomj.2024.2003769.1130

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Abstract

Facility location problems are one of the most important issues for healthcare organizations and centers to achieve social welfare and respond to customer needs. Proper distribution of health and treatment facilities in cities is vital to minimize costs and improve the efficiency of health centers. The main contribution of the current article is dealing with the uncertainty issue in the p-median location-efficient problem. In this article, the p-median location problem along with network data envelopment analysis (Network DEA) is used in parallel mode to calculate the efficiency of health and treatment centers. In this issue, health centers are considered as parallel networks with two departments that operate independently. Due to the precision of the input and output values, triangular fuzzy numbers and the α-level fuzzy method have been used. The primary results that consider the uncertainty provide efficient solution and suggestions for the potential location of health centers in our case study.

Keywords

  • Facility Location Problem,
  • Network DEA,
  • Healthcare,
  • Health Centers,
  • Triangular Fuzzy Numbers