Develop an optimisation model for relief facility location in disaster. (29th September 2022)

• Record Type: Journal Article
• Authors: Soltanzadeh, Amirmasoud; Baradaran, Vahid; Soltanzadeh, Faezeh
• Is Part Of: International journal of mathematics in operational research. Volume 22:Number 4(2022)
• Page Start: 449
• Page End: 467
• Publication Date: 2022-09-29
• Subjects: hierarchical location -- disaster management -- multi-objective optimisation model -- metaheuristic algorithms; Operations research -- Mathematical models -- Periodicals; Operations research -- Mathematics -- Periodicals; Decision making -- Mathematical models -- Periodicals; 658.4033
• Languages: English
• ISSNs: 1757-5850

Abstract

This research was conducted to study the issue of relief facility location hierarchically by consideration of possible road closure during the disaster, road safety, and arrival time of relief facility under disaster circumstances. A multi-objective model was developed to minimise the pre-disaster and pro-disaster costs. The main contribution of this study is road safety and reduction in time taken to have a critical facility in affected areas. To investigate the functional accuracy of the mathematical model, a numerical example with small dimensions was solved using CPLEX solver, and required sensitivity analysis was described. As the facility location-allocation is an NP-hard issue, three metaheuristic algorithms were used to solve numerical representations in real dimensions to examine numerical analyses effectively. Results showed that the grey wolf algorithm had the highest efficiency compared to other developed algorithms. The obtained results can be used as an efficient managerial tool in management organisations involved in the disaster.