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Abstract

Processes within the supermarket retail sector necessitate continuous enhancements to minimize expenditures and maintain competitiveness. This research endeavors to develop a model and simulate the gondola replenishment process at a point of sale located in Guayaquil, Ecuador. The modeling incorporates relevant factors such as merchandise restocking to estimate the personnel required for adequate product replenishment. The simulation methodology allows for modeling a point of sale through various merchandise supply scenarios and estimating the optimal number of personnel needed. The simulation and its components are established based on observed processes, with merchandise boxes identified as the primary unit of measure within the model, and data asymmetry evaluated using probability distributions. This modeling is executed using queuing theory and evolutionary algorithms via Promodel software, with the SimRunner optimizer used to identify the optimal staffing levels. Given the complexities associated with mathematical programming and specialized software such as the General Algebraic Modeling System, this research presents an accessible and readily applicable alternative solution for planning managers.

Details

1009240
Business indexing term
Title
Optimizing Gondola Replenishment: A Simulation Approach Using Promodel and Evolutionary Algorithms to Balance Costs
Publication title
Volume
658
Source details
Third International Conference of Applied Industrial Engineering: Intelligent Models and Data Engineering (CIIA 2025)
Number of pages
20
Publication year
2025
Publication date
2025
Section
Industrial Optimization
Publisher
EDP Sciences
Place of publication
Les Ulis
Country of publication
France
Publication subject
ISSN
25550403
e-ISSN
22671242
Source type
Conference Paper
Language of publication
English
Document type
Conference Proceedings
Publication history
 
 
Online publication date
2025-11-13
Publication history
 
 
   First posting date
13 Nov 2025
ProQuest document ID
3275048123
Document URL
https://www.proquest.com/conference-papers-proceedings/optimizing-gondola-replenishment-simulation/docview/3275048123/se-2?accountid=208611
Copyright
© 2025. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and conditions, you may use this content in accordance with the terms of the License.
Last updated
2025-11-25
Database
ProQuest One Academic