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Athenea Journal
Vol.4, Issue 14, (pp. 53-62)
Pulido W. et al. La inteligencia artificial y su aporte en la optimización de la logística empresarial
La logística es un aspecto esencial de cualquier negocio, y el uso de la tecnología ha facilitado la gestión
y optimización de estos procesos. Sin duda, la revisión realizada en este trabajo ha revelado que una de las
últimas tecnologías que están revolucionando la industria logística es la inteligencia artificial (IA). La IA tiene
el potencial de agilizar el proceso logístico y aumentar la eficiencia, lo que se traduce en ahorros de costos
y una mayor satisfacción del cliente.
La IA tiene el potencial de revolucionar la industria de la logística al mejorar la planificación de la cadena
de suministro, mejorar la optimización de rutas, permitir el mantenimiento predictivo y mejorar el servicio
al cliente. Si bien existen desafíos para implementar sistemas de IA, los beneficios superan con creces los
costos. A medida que más empresas adopten la IA en sus operaciones logísticas, la industria se volverá más
eficiente y rentable, lo que dará como resultado una mayor satisfacción del cliente y mayores ganancias.
REFERENCIAS
[1] A. Garay Candia, Logistica: conocimientos, habilidades y actitudes, El Cid editor, 2017.
[2] L. A. Mora García, Gestión logística integral: Las mejores prácticas en la cadena de abastecimiento, Eco
Ediciones, 2016.
[3] J. Giraldo, O. Castrillon y S. Ruiz, «Modelo de simulación hibrido de una cadena logística simple
empleando tecnología GIS,» Revista avances en sistemas e informática, p. 10, 2019.
[4] M. J. Escudero Serrano, Logística de almacenamiento., Paranimfo, 2014.
[5] S. O´Brien y A. Rajabzadeh, The role of artificial intelligence in logistics: A systematic literature review.
Transportation research part D, 2020.
[6] O. Alvarez, Inteligencia Artificial y Machine Learning en la Logística, 2022.
[7] M. González García, J. López Cerezo y J. Luján López, «Ciencia, tecnología y sociedad: una introducción
al estudio social de la ciencia y la tecnología,» Revista Bibliográfica de Geografía y Ciencias Sociales, p. 324,
2021.
[8] J. C. Ponce Gallegos, A. Torres Soto, F. Quezada Aguilera, A. Silva Sprock, E. Martinez Flor, A. Casali, E.
Scheihing, Y. Túpac Valdivia, M. D. Torres Soto, F. Ornelas Zapata, J. Hernández, C. Zavala, N. Vakhnia y O.
Pedreño, Inteligencia Artificial, Proyecto Latin, 2014.
[9] F. Herrera Triguero, M. Parras Rosa, J. L. Hidalgo García, S. García, L. Moral y C. Araujo, Inteligencia
Artificial, Inteligencia Coimputacional y Big Data, Universidad de Jaén, 2014.
[10] J. Cardenes Doctor, La aplicación de Big Data e Inteligencia Artificial en logística y transporte para la
optimización de procesos en empresas, Universidad Pontificia Madrid España, 2022.
[11] O. Bedoya, J. Agudelo y S. Guarin Aristizábal, «Aplicación de técnicas de inteligencia artificial para la
detección de tuberculosis pulmonar en Colombia,» Revista EIA, vol. 20, p. 30, 2023.
[12] G. Minetti, C. Salto, H. Alfonso, C. Bermúdez, J. Dielscheider y J. Vargas, «Optimización de la logística
de distribución utilizando técnicas de la Inteligencia Artificial,» XXIV Edición del Workshop de investigadores
en Ciencias de la Computación, p. 5, 2022.
[13] R. J. Palomo Zurdo y M. González Sánchez, «Un contraste de la divergencia en el modelo de modelo
de negocio de las entidades financieras de economía social,» REVESCO. Revista de estudios cooperativos,
nº 83, pp. 85-114, 2004.
[14] C. Mazzocchi, C. Bergamelli, A. Sturla y L. Orsi, «Bio-districts and the territory: evidence from a regression
approach,» Aestimum, nº 79, pp. 5-23, 2022.
[15] J. García-Vigil, «Reflexiones en torno a la ética, la inteligencia humana,» Gaceta Médica de México, nº
157, pp. 311-314, 2021.
[16] J. Aguirre, F. García, C. Ramírez, S. Floreano y T. Guarda, «Aplicación de la inteligencia artificial en la
industria automotriz,» Revista Ibérica De Sistemas e Tecnologias De Informação, nº 42, pp. 149-158, 2021.
[17] J. M. Castán Farrero, J. López Parada y A. Núñez Carballosa, La logística en la empresa: Un área
estratégica para alcanzar ventajas competitivas, Ediciones Piramide, 2012.