A MILP Model for Relief Service Facilities: Location-Allocation Approach for Bogotá, Colombia

Natalia Chacón-Tibaduiza, Diana Carolina Guzmán-Cortés, Juan Carlos Figueroa-García, Carlos Alberto Franco-Franco

Research output: Contribution to journalResearch Articlepeer-review

Abstract

Resource planning is a crucial activity during emergencies, especially during disasters, where location-allocation of relief services facilities becomes an important decision-making task in order to save lives and mitigate some direct and collateral effects. This way, there is a need for planning different key aspects during a disaster, such as the demand for different relief services, location-allocation of relief facilities, capacity, and resource requirements planning, all of which are distributed by zones. This paper introduces a mixed-integer linear programming (MILP) model for disaster decision-making at an operative level in which three objective functions are operationalized. The proposed MILP is applied to a study case in Bogotá,-Colombia by implementing different possible scenarios in order to analyze its performance and results as a supporting tool for decision making.

Original languageEnglish (US)
Article number838
JournalSN Computer Science
Volume6
Issue number7
DOIs
StatePublished - Oct 2025
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • General Computer Science
  • Computer Science Applications
  • Computer Networks and Communications
  • Computer Graphics and Computer-Aided Design
  • Computational Theory and Mathematics
  • Artificial Intelligence

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