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Aplicación de la Programación Binaria y Teoría de grafos para una óptima asignación de cámaras en la urbanización Santa Elena

Translated title of the contribution: Application of Binary Programming and Graph Theory for Optimal Camera Allocation in the Santa Elena Urbanization
  • Universidad Privada del Norte

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

Abstract

This research addressed the optimization of video surveillance camera placement using binary programming and graph theory in the Santa Elena neighborhood. In this context, the main objective of this project was to design a mathematical model to determine the optimal placement of video surveillance cameras, in order to maximize coverage of critical points and, consequently, strengthen citizen security. To achieve this, binary integer programming was applied, which allowed for the optimal selection of resources, and graph theory was also used to represent the connections and relationships between vulnerable areas. Furthermore, the research followed a quantitative approach with a non-experimental design, supported by the collection of data on crime rates and the spatial distribution of the neighborhood. As a result, it was evident that the proposal significantly reduced unmonitored areas and optimized resources compared to a traditional scheme, thus ensuring greater strategic coverage with fewer cameras. In summary, it is concluded that the integration of advanced mathematical tools constitutes an effective alternative for planning urban security systems, contributing to both crime prevention and improving the perception of security among the residents of Santa Elena. It is also applicable to other communities with similar problems.

Translated title of the contributionApplication of Binary Programming and Graph Theory for Optimal Camera Allocation in the Santa Elena Urbanization
Original languageSpanish
Title of host publicationProceedings of the 5th LACCEI International Multiconference on Entrepreneurship, Innovation and Regional Development - Entrepreneurship with Purpose
Subtitle of host publicationSocial and Technological Innovation in the Age of AI, LEIRD 2025
EditorsMaria M. Larrondo Petrie, Jose Texier, Rodolfo Andr�s Rivas Matta
ISBN (Electronic)9786289661323
DOIs
StatePublished - 2025
Event5th LACCEI International Multiconference on Entrepreneurship, Innovation and Regional Development - Entrepreneurship with Purpose: Social and Technological Innovation in the Age of AI, LEIRD 2025 - Virtual, Colombia
Duration: 1 Dec 20253 Dec 2025

Publication series

NameProceedings of the LACCEI international Multi-conference for Engineering, Education and Technology
ISSN (Electronic)2414-6390

Conference

Conference5th LACCEI International Multiconference on Entrepreneurship, Innovation and Regional Development - Entrepreneurship with Purpose: Social and Technological Innovation in the Age of AI, LEIRD 2025
Country/TerritoryColombia
CityVirtual
Period1/12/253/12/25

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 16 - Peace, Justice and Strong Institutions
    SDG 16 Peace, Justice and Strong Institutions

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