Location and assignment model of Digital Training Centers.
Abstract
This research proposes a discrete bi-objective mathematical model to locate and assign the population demand to Digital Training Centers (DTC) in the state of Aguascalientes, seeking spatial justice through the reduction of the distance traveled by the users and a balance of workloads for each of the DTCs. A diverse set of scenarios is solved by means of the epsilon-constraint method and Pareto fronts are constructed. Furthermore, the results obtained by the proposed mathematical model are presented.
References
Banco Mundial. (2020). Personas que usan Internet (% de la población).
Bolivia. (2020). Plan Nacional de Inclusión Digital. http://www.cienciaytecnologia.gob.bo
Cabero Julio, & Ruiz-Palmero Julio. (2017). Las Tecnologías de la Información y Comunicación para la inclusión: reformulando la brecha digital. IJERI: International Journal of Educational Research and Innovation, 0(9), 16–30. https://upo.es/revistas/index.php/IJERI/article/view/2665
Castells, M. (2019). Globalización, tecnología, trabajo, empleo y empresa. La Transformación Del Trabajo, 1–17.
Cavola, M., Diglio, A,. Piccolo, C. (2018). An optimization model to rationalize public service facilities (Vol. 1). Springer International Publishing. https://doi.org/10.1007/978-3-030-00473-6
Cecconi, F., Campenni, M. (2020). Information and Communication Technologies (ICT ) in Economic Modeling. 15–25. https://doi.org/10.1007/978-3-030-22605-3
Celik Turkoglu, D., & Erol Genevois, M. (2019). A comparative survey of service facility location problems. In Annals of Operations Research (Issue 0123456789). Springer US. https://doi.org/10.1007/s10479-019-03385-x
Chile, G. de. (2020). Educachile. https://www.educarchile.cl/
Chupov, S. V. (2016). New Approaches to Solving Discrete Programming Problems on the Basis of Lexicographic Search. Cybernetics and Systems Analysis, 52(4), 536–545. https://doi.org/10.1007/s10559-016-9855-9
CNDH. (2019). Derecho de acceso a las tecnologías de la información y comunicación. https://www.cndh.org.mx/sites/default/files/doc/Programas/Ninez_familia/Material/trip-derecho-acceso.pdf
Drezner, T., & Drezner, Z. (2016). Sequential location of two facilities: comparing random to optimal location of the first facility. Annals of Operations Research, 246(1–2), 5–18. https://doi.org/10.1007/s10479-014-1699-y
EcuRed. (2020). Programa cubano de Alfabetización Yo Sí Puedo. https://www.ecured.cu/EcuRed:Enciclopedia_cubana
Eds, X. L., & Goebel, R. (2017). AI 2017 : Advances in Artificial Intelligence.
ENDUTIH. (2020). Encuesta Nacional sobre disponibilidad y uso de tecnologías de la informacionen los hogares,. Boletin de Prensa. http://www.inegi.org.mx/saladeprensa/boletines/2016/especiales/especiales2016_03_01.pdf
Fukunaga, T., & Kawarabayashi, K. I. (2017). Combinatorial optimization and graph algorithms: Communications of NII Shonan meetings. Combinatorial Optimization and Graph Algorithms: Communications of NII Shonan Meetings, 1–120. https://doi.org/10.1007/978-981-10-6147-9
Gobierno de México. (2020). Estrategia Digital Nacional. https://www.gob.mx/mexicodigital/
Gobierno del Estado de Aguascalientes. (2020). Plan Estatal de Desarrollo 2016-2022. http://www.aguascalientes.gob.mx/cplap/Docs/PED/PED_Aguascalientes2016_2022.pdf
Gouvea, R., Kapelianis, D., & Kassicieh, S. (2018). Assessing the nexus of sustainability and information & communications technology. Technological Forecasting and Social Change, 130(June), 39–44. https://doi.org/10.1016/j.techfore.2017.07.023
IFT. (2020). En Méxio 71.3 millones de usuarios de internet y 17.4 millones de hogares con conexión a este servicio: ENDUTIH 2017. https://www.gob.mx/mexicodigital/
INEGI. (2016). Estadisticas a Propocito Del Dia Mundial De Internet 17 De Mayo 2017. Instituto Nacional de Estadística y Geografía, 12. http://www.inegi.org.mx/saladeprensa/aproposito/2016/internet2016_0.pdf
Karakitsiou, A., Migdalas, A., & Pardalos, P. M. (2018). Optimal Location Problems for Electric Vehicles Charging Stations: Models and Challenges. 49–60. https://doi.org/10.1007/978-3-319-99142-9_4
Kavroudakis, D., Kalloniatis, C., T. P. (2019). Location-Allocation modeling for Emergency Evacuatións in the Aegean Sea. In IEEE Access (Vol. 7, Issue 2, pp. 161–179). Springer International Publishing. https://doi.org/10.1007/978-3-319-99444-4
Laplane, M., Rodrígues, F. E. L., & Rojas, F. (2007). Asimetrías de información en el mercado de computadoras personales : los casos de financiación de PC para consumidores de bajos ingresos.
Laudano, C. (2018). Acerca de la apropiación feminista de TICs ARGENTINA : MEDIOS DE COMUNICACION Y GENERO. 138–146. http://www.memoria.fahce.unlp.edu.ar/libros/pm.649/pm.649.pdf
Liang, J., Guo, Q., Yue, C., & Qu, B. (2018). A Self-organizing Multi-objective Particle Swarm Optimization Algorithm for Multimodal Multi-objective Problems (Vol. 2). Springer International Publishing. https://doi.org/10.1007/978-3-319-93815-8
Lin, C., Gao, F., & Bai, Y. (2018). An intelligent sampling approach for metamodel-based multi- objective optimization with guidance of the adaptive weighted-sum method. Structural and Multidisciplinary Optimization, 57(3), 1047–1060. https://doi.org/10.1007/s00158-017-1793-2
Lobato, F. S., & Steffen, V. (2017). Multi-Objective Optimization Problems: Concepts and Self- Adaptive Parameters with Mathematical and Engineering Applications.
Luo, Z., & Zuo, Q. (2019). Evaluating the coordinated development of social economy, water, and ecology in a heavily disturbed basin based on the distributed hydrology model and the harmony theory. Journal of Hydrology, 574(100), 226–241. https://doi.org/10.1016/j.jhydrol.2019.04.042
Ministerio de Educación de la República de Cuba. (2020). Cuba Educa. http://www.cubaeduca.cu/
MinTIC. (2020). El futuro digital de todos MinTIC. https://www.mintic.gov.co/portal/inicio/Iniciativas/Otras-iniciativas/Vive-Digital/
Montes, E., & Romero, A. (2011). Optimización de la eficiencia y justicia espacial de los planteles educativos al Noreste del municipio de Marcaibo, Venezuela. Geografía y Sistema de Información Geográfica (GEOSIG), 3(December 2011), 262–276.
Montoya, A., Vélez-Gallego, M. C., & Villegas, J. G. (2016). Multi-product capacitated facility location problem with general production and building costs. 52, 47–70. https://doi.org/10.1007/s11066-016-9102-6
Muñoz Ávila, P. (2016). Construcción de ciudadanía digital: un reto para la Educación. Suplemento Signos EAD, 0(0).
Neidhardt, J., Worndl, W. (2020). Information and Communication Technologies in Tourism. In Springer (Vol. 28, Issue 4). https://doi.org/10.1016/s0160-7383(01)00012-3
Noghin, V. D. (2018). Reduction of the Pareto Set (Vol. 126). https://doi.org/10.1007/978-3-319-67873-3
Olarte, S. (2017). Brecha digital, pobreza y exclusión social. Temas Laborales: Revista Andaluza de Trabajo y Bienestar Social, ISSN 0213-0750, No 138, 2017 (Ejemplar Dedicado a: Impacto de Las Tecnologías de La Información y Las Comunicaciones Sobre Las Relaciones Laborales), Págs. 285- 313, 138(138), 285–313. https://dialnet.unirioja.es/servlet/articulo?codigo=6552396
Parvizi, M., Shadkam, E., & Jahani, N. (2015). A Hybrid COA/ε-Constraint Method for Solving Multi-Objective Problems. International Journal in Foundations of Computer Science & Technology, 5(5), 27–40. https://doi.org/10.5121/ijfcst.2015.5503
Prendes-Espinosa, M.-P., García-Tudela, P.-A., & Solano-Fernández, I.-M. (2020). Gender equality and ICT in the context of formal education: A systematic review. Comunicar, 28(63). https://doi.org/10.3916/c63-2020-01
Schumacher, A., & Vietor, T. (2018). Advances in Structural and Multidisciplinary Optimization. In Advances in Structural and Multidisciplinary Optimization. https://doi.org/10.1007/978-3-319-67988-4
Silva, F., & Serra, D. (2016). Locating emergency services with different priorities: The priority queuing covering location problem. Journal of the Operational Research Society, 59(9), 1229–1238. https://doi.org/10.1057/palgrave.jors.2602473
Sunkel, G., Trucco, D., & Espejo, A. (2013). Una mirada multidimensional. 167.
UNESCO. (2020). Description of research activities. http://www.unesco.org/new/es/unesco/themes/icts/m4ed/unesco-mobile-learning-week-2014/research-track/
Zhu, Z., Gao, Z., Zheng, J., & Du, H. (2018). Charging Station Planning for Plug-In Electric Vehicles. Journal of Systems Science and Systems Engineering, 27(1), 24–45. https://doi.org/10.1007/s11518-017-5352-6
