CVRPTW in medical waste management

Este documento presenta una aplicación del problema de enrutamiento de vehículos capacitados con ventanas de tiempo (CVRPTW) en el contexto de la cadena de suministro médico, en particular, la recogida de residuos peligrosos. cumplimiendo de la reglamentación local y el cumplimiendo de las normas mé...

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Fecha de publicación:: 2020

Institución:: Universidad de Bogotá Jorge Tadeo Lozano

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dc.title.spa.fl_str_mv	CVRPTW in medical waste management
title	CVRPTW in medical waste management
spellingShingle	CVRPTW in medical waste management Desechos hospitalarios Disposicion final Ingeniería industrial Prevención de la contaminación Productos de residuos Basuras y aprovechamiento de basuras Medical waste
title_short	CVRPTW in medical waste management
title_full	CVRPTW in medical waste management
title_fullStr	CVRPTW in medical waste management
title_full_unstemmed	CVRPTW in medical waste management
title_sort	CVRPTW in medical waste management
dc.contributor.advisor.none.fl_str_mv	Gelvez Romero, Jorge Ivan
dc.subject.spa.fl_str_mv	Desechos hospitalarios Disposicion final
topic	Desechos hospitalarios Disposicion final Ingeniería industrial Prevención de la contaminación Productos de residuos Basuras y aprovechamiento de basuras Medical waste
dc.subject.lemb.spa.fl_str_mv	Ingeniería industrial Prevención de la contaminación Productos de residuos Basuras y aprovechamiento de basuras
dc.subject.keyword.spa.fl_str_mv	Medical waste
description	Este documento presenta una aplicación del problema de enrutamiento de vehículos capacitados con ventanas de tiempo (CVRPTW) en el contexto de la cadena de suministro médico, en particular, la recogida de residuos peligrosos. cumplimiendo de la reglamentación local y el cumplimiendo de las normas médicas. Desarrollamos el modelo CVRPTW utilizando herramientas de código abierto incluyendo herramientas de Google-OR y Google Colab para resolver e instancias basadas en un caso práctico que muestra el logro de la reducción de costos.
publishDate	2020
dc.date.accessioned.none.fl_str_mv	2020-02-13T17:25:34Z
dc.date.available.none.fl_str_mv	2020-02-13T17:25:34Z
dc.date.created.none.fl_str_mv	2020
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dc.identifier.instname.spa.fl_str_mv	instname:Universidad de Bogotá Jorge Tadeo Lozano
dc.identifier.reponame.spa.fl_str_mv	reponame:Repositorio Institucional de la Universidad de Bogotá Jorge Tadeo Lozano
url	http://hdl.handle.net/20.500.12010/7427 http://expeditio.utadeo.edu.co
identifier_str_mv	instname:Universidad de Bogotá Jorge Tadeo Lozano reponame:Repositorio Institucional de la Universidad de Bogotá Jorge Tadeo Lozano
dc.relation.references.spa.fl_str_mv	Clients map - google’s maps api, https://drive.google.com/open?id=1 MxV75hs qlFENsXIhh0HJDYZkcu7pJ-&usp=sharing Google’s or-tools, https://developers.google.com/optimization/ Aguirre-Gonzalez, E., Villegas, J.: A two-phase heuristic for the collection of waste animal tissue in a colombian rendering company. Communications in Computer and Information Science 742, 511–521 (2017) Arenas, I.G.P., Sa´nchez, A.G., Armando, C., Solano, L., Medina, L.B.R.: Cvrptw model applied to the collection of food donations Balca´zar-Camacho, D.A., Lo´pez-Bello, C.A., Adarme-Jaimes, W.: Strategic guidelines for supply chain coordination in healthcare and a mathematical model as a proposed mechanism for the measurement of coordination effects. Dyna 83(197), 203–211 (2016) Baldacci, R., Christofides, N., Mingozzi, A.: An exact algorithm for the vehicle routing problem based on the set partitioning formulation with additional cuts. Mathematical Programming 115(2), 351–385 (2008) Bernal, J., Escobar, J., Paz, J., Linfati, R., Gatica, G.: A probabilistic granular tabu search for the distance constrained capacitated vehicle routing problem. International Journal of Industrial and Systems Engineering 29(4), 453–477 (2018) Carrillo, M., Felipe, A.: Modelo de ruteo de veh´ıculos para la distribucio´n de las empresas laboratorios veterland, Laboratorios Callbest y Cosm´eticos Marliou¨ Par´ıs. B.S. thesis, Facultad de Ingenier´ıa (2014) Christofides, N., Mingozzi, A., Toth, P.: Exact algorithms for the vehicle routing problem, based on spanning tree and shortest path relaxations. Mathematical programming 20(1), 255–282 (1981) Christofides, N., Mingozzi, A., Toth, P.: State-space relaxation procedures for the computation of bounds to routing problems. Networks 11(2), 145–164 (1981) Clarke, G., Wright, J.W.: Scheduling of vehicles from a central depot to a number of delivery points. Operations research 12(4), 568–581 (1964) Dantzig, G.B., Ramser, J.H.: The truck dispatching problem. Management science 6(1), 80–91 (1959) Escobar-Falcon, L., Alvarez-Martinez, D., Granada-Echeverri, M., WillmerEscobar, J., Romero-Lazaro, R.: A matheuristic algorithm for the threedimensional loading capacitated vehicle routing problem (3l-cvrp). Revista Facultad de Ingenieria 2016(78), 9–20 (2016) Fukasawa, R., Longo, H., Lysgaard, J., de Araga˜o, M.P., Reis, M., Uchoa, E., Werneck, R.F.: Robust branch-and-cut-and-price for the capacitated vehicle routing problem. Mathematical programming 106(3), 491–511 (2006) Gendreau, M., Hertz, A., Laporte, G.: A tabu search heuristic for the vehicle routing problem. Management science 40(10), 1276–1290 (1994) Herazo-Padilla, N., Montoya-Torres, J., Nieto Isaza, S., Alvarado-Valencia, J.: Simulationoptimization approach for the stochastic location-routing problem. Journal of Simulation 9(4), 296–311 (2015) Jacobo-Cabrera, M., Caballero-Morales, S.O., Mart´ınez-Flores, J.L., Cano-Olivos, P.: Decision model for the pharmaceutical distribution of insulin. In: International Conference on Applied Informatics. pp. 75–89. Springer (2018) Laporte, G., Desrochers, M., Nobert, Y.: Two exact algorithms for the distanceconstrained vehicle routing problem. Networks 14(1), 161–172 (1984) Laporte, G., Toth, P., Vigo, D.: Vehicle routing: historical perspective and recent contributions (2013) Lenis, S., Rivera, J.: A metaheuristic approach for the cumulative capacitated arc routing problem. Communications in Computer and Information Science 916, 96– 107 (2018) Lopez-Santana, E., Mendez-Giraldo, G., Franco-Franco, C.: A hybrid scatter search algorithm to solve the capacitated arc routing problem with refill points. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 9772, 3–15 (2016) Pisinger, D., Ropke, S.: A general heuristic for vehicle routing problems. Computers & operations research 34(8), 2403–2435 (2007) Quintero-Araujo, C., Bernaus, A., Juan, A., Travesset-Baro, O., Jozefowiez, N.: Planning freight delivery routes in mountainous regions. Lecture Notes in Business Information Processing 254, 123–132 (2016) Rivera, J., Murat Afsar, H., Prins, C.: Mathematical formulations and exact algorithm for the multitrip cumulative capacitated single-vehicle routing problem. European Journal of Operational Research 249(1), 93–104 (2016) Romero-Gelvez, J.I., Gonzales-Cogua, W.C., Herrera-Cuartas, J.A.: Cvrptw model for cargo collection with heterogeneous capacity-fleet. In: International Conference on Applied Informatics. Springer (2019) Santana, L., Ramiro, E., Romero Carvajal, J.d.J.: A hybrid column generation and clustering approach to the school bus routing problem with time windows. Ingenier´ıa 20(1), 101–117 (2015) Solano-Charris, E., Prins, C., Santos, A.: Local search based metaheuristics for the robust vehicle routing problem with discrete scenarios. Applied Soft Computing Journal 32, 518–531 (2015) Solomon, M.M.: Algorithms for the vehicle routing and scheduling problems with time window constraints. Operations research 35(2), 254–265 (1987) Taillard, E.: Parallel iterative search methods for vehicle routing problems. Net-´ works 23(8), 661–673 (1993) Thangiah, S.R., Potvin, J.Y., Sun, T.: Heuristic approaches to vehicle routing with backhauls and time windows. Computers & Operations Research 23(11), 1043– 1057 (1996)
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dc.publisher.spa.fl_str_mv	Universidad de Bogotá Jorge Tadeo Lozano
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institution	Universidad de Bogotá Jorge Tadeo Lozano
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spelling	Gelvez Romero, Jorge IvanEspitia Cortes, Andres CamiloRodriguez Guerrero, Jorge LeonardoColombia2020-02-13T17:25:34Z2020-02-13T17:25:34Z2020http://hdl.handle.net/20.500.12010/7427http://expeditio.utadeo.edu.coinstname:Universidad de Bogotá Jorge Tadeo Lozanoreponame:Repositorio Institucional de la Universidad de Bogotá Jorge Tadeo LozanoEste documento presenta una aplicación del problema de enrutamiento de vehículos capacitados con ventanas de tiempo (CVRPTW) en el contexto de la cadena de suministro médico, en particular, la recogida de residuos peligrosos. cumplimiendo de la reglamentación local y el cumplimiendo de las normas médicas. Desarrollamos el modelo CVRPTW utilizando herramientas de código abierto incluyendo herramientas de Google-OR y Google Colab para resolver e instancias basadas en un caso práctico que muestra el logro de la reducción de costos.Requerimientos de sistema: Adobe Acrobat ReaderThis paper presents an application of the Capacitated Vehicle Routing Problem with Time-Windows (CVRPTW) in the context of the medical supply chain, in particular, dangerous waste collection. Waste disposal and collection in medical services implies the use of specialized equipment and vehicles to guarantee the accomplishment of local regulation and the fulfillment of medical standards. We develop the CVRPTW model using open source tools including Google-OR tools and Google Colab to solve and instance based on a practical case showing the ac hievement of cost reduction.Ingeniero industrial7 páginasapplication/pdf1 recurso en línea (archivo de texto)Universidad de Bogotá Jorge Tadeo LozanoIngeniería IndustrialFacultad de Ciencias Naturales e IngenieríaDesechos hospitalariosDisposicion finalIngeniería industrialPrevención de la contaminaciónProductos de residuosBasuras y aprovechamiento de basurasMedical wasteCVRPTW in medical waste managementTrabajo de grado de pregradoinfo:eu-repo/semantics/bachelorThesishttp://purl.org/coar/resource_type/c_7a1fAbierto (Texto Completo)http://purl.org/coar/access_right/c_abf2Clients map - google’s maps api, https://drive.google.com/open?id=1 MxV75hs qlFENsXIhh0HJDYZkcu7pJ-&usp=sharingGoogle’s or-tools, https://developers.google.com/optimization/Aguirre-Gonzalez, E., Villegas, J.: A two-phase heuristic for the collection of waste animal tissue in a colombian rendering company. Communications in Computer and Information Science 742, 511–521 (2017)Arenas, I.G.P., Sa´nchez, A.G., Armando, C., Solano, L., Medina, L.B.R.: Cvrptw model applied to the collection of food donationsBalca´zar-Camacho, D.A., Lo´pez-Bello, C.A., Adarme-Jaimes, W.: Strategic guidelines for supply chain coordination in healthcare and a mathematical model as a proposed mechanism for the measurement of coordination effects. Dyna 83(197), 203–211 (2016)Baldacci, R., Christofides, N., Mingozzi, A.: An exact algorithm for the vehicle routing problem based on the set partitioning formulation with additional cuts. Mathematical Programming 115(2), 351–385 (2008)Bernal, J., Escobar, J., Paz, J., Linfati, R., Gatica, G.: A probabilistic granular tabu search for the distance constrained capacitated vehicle routing problem. International Journal of Industrial and Systems Engineering 29(4), 453–477 (2018)Carrillo, M., Felipe, A.: Modelo de ruteo de veh´ıculos para la distribucio´n de las empresas laboratorios veterland, Laboratorios Callbest y Cosm´eticos Marliou¨ Par´ıs. B.S. thesis, Facultad de Ingenier´ıa (2014)Christofides, N., Mingozzi, A., Toth, P.: Exact algorithms for the vehicle routing problem, based on spanning tree and shortest path relaxations. Mathematical programming 20(1), 255–282 (1981)Christofides, N., Mingozzi, A., Toth, P.: State-space relaxation procedures for the computation of bounds to routing problems. Networks 11(2), 145–164 (1981)Clarke, G., Wright, J.W.: Scheduling of vehicles from a central depot to a number of delivery points. Operations research 12(4), 568–581 (1964)Dantzig, G.B., Ramser, J.H.: The truck dispatching problem. Management science 6(1), 80–91 (1959)Escobar-Falcon, L., Alvarez-Martinez, D., Granada-Echeverri, M., WillmerEscobar, J., Romero-Lazaro, R.: A matheuristic algorithm for the threedimensional loading capacitated vehicle routing problem (3l-cvrp). Revista Facultad de Ingenieria 2016(78), 9–20 (2016)Fukasawa, R., Longo, H., Lysgaard, J., de Araga˜o, M.P., Reis, M., Uchoa, E., Werneck, R.F.: Robust branch-and-cut-and-price for the capacitated vehicle routing problem. Mathematical programming 106(3), 491–511 (2006)Gendreau, M., Hertz, A., Laporte, G.: A tabu search heuristic for the vehicle routing problem. Management science 40(10), 1276–1290 (1994)Herazo-Padilla, N., Montoya-Torres, J., Nieto Isaza, S., Alvarado-Valencia, J.: Simulationoptimization approach for the stochastic location-routing problem. Journal of Simulation 9(4), 296–311 (2015)Jacobo-Cabrera, M., Caballero-Morales, S.O., Mart´ınez-Flores, J.L., Cano-Olivos, P.: Decision model for the pharmaceutical distribution of insulin. In: International Conference on Applied Informatics. pp. 75–89. Springer (2018)Laporte, G., Desrochers, M., Nobert, Y.: Two exact algorithms for the distanceconstrained vehicle routing problem. Networks 14(1), 161–172 (1984)Laporte, G., Toth, P., Vigo, D.: Vehicle routing: historical perspective and recent contributions (2013)Lenis, S., Rivera, J.: A metaheuristic approach for the cumulative capacitated arc routing problem. Communications in Computer and Information Science 916, 96– 107 (2018)Lopez-Santana, E., Mendez-Giraldo, G., Franco-Franco, C.: A hybrid scatter search algorithm to solve the capacitated arc routing problem with refill points. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 9772, 3–15 (2016)Pisinger, D., Ropke, S.: A general heuristic for vehicle routing problems. Computers & operations research 34(8), 2403–2435 (2007)Quintero-Araujo, C., Bernaus, A., Juan, A., Travesset-Baro, O., Jozefowiez, N.: Planning freight delivery routes in mountainous regions. Lecture Notes in Business Information Processing 254, 123–132 (2016)Rivera, J., Murat Afsar, H., Prins, C.: Mathematical formulations and exact algorithm for the multitrip cumulative capacitated single-vehicle routing problem. European Journal of Operational Research 249(1), 93–104 (2016)Romero-Gelvez, J.I., Gonzales-Cogua, W.C., Herrera-Cuartas, J.A.: Cvrptw model for cargo collection with heterogeneous capacity-fleet. In: International Conference on Applied Informatics. Springer (2019)Santana, L., Ramiro, E., Romero Carvajal, J.d.J.: A hybrid column generation and clustering approach to the school bus routing problem with time windows. Ingenier´ıa 20(1), 101–117 (2015)Solano-Charris, E., Prins, C., Santos, A.: Local search based metaheuristics for the robust vehicle routing problem with discrete scenarios. Applied Soft Computing Journal 32, 518–531 (2015)Solomon, M.M.: Algorithms for the vehicle routing and scheduling problems with time window constraints. Operations research 35(2), 254–265 (1987)Taillard, E.: Parallel iterative search methods for vehicle routing problems. Net-´ works 23(8), 661–673 (1993)Thangiah, S.R., Potvin, J.Y., Sun, T.: Heuristic approaches to vehicle routing with backhauls and time windows. Computers & Operations Research 23(11), 1043– 1057 (1996)ORIGINALTrabajo de grado.pdfTrabajo de grado.pdfTrabajo de gradoapplication/pdf501378https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/7427/1/Trabajo%20de%20grado.pdf9da289c1f9fbc8f8021f1bea063b1785MD51open accessFicha descriptiva.pdfFicha descriptiva.pdfFicha descriptivaapplication/pdf204648https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/7427/4/Ficha%20descriptiva.pdfd9edbc0cc58a6758d592d173e24b7a63MD54open accessLICENSElicense.txtlicense.txttext/plain; charset=utf-82938https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/7427/2/license.txtabceeb1c943c50d3343516f9dbfc110fMD52open accessLicencia de autorización.pdfLicencia de autorización.pdfLicencia de autorizaciónapplication/pdf514682https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/7427/3/Licencia%20de%20autorizaci%c3%b3n.pdffa2ab1e11dad0389f8ad04aa2b8ba66dMD53open accessTHUMBNAILTrabajo de grado.pdf.jpgTrabajo de grado.pdf.jpgIM Thumbnailimage/jpeg10115https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/7427/5/Trabajo%20de%20grado.pdf.jpg64417ed593796cc7ec482557ff3390a0MD55open accessFicha descriptiva.pdf.jpgFicha descriptiva.pdf.jpgIM Thumbnailimage/jpeg11669https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/7427/6/Ficha%20descriptiva.pdf.jpg0de40640f5943ca7f3dbe1f8efab1c0aMD56open access20.500.12010/7427oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/74272020-02-13 12:30:45.063open accessRepositorio Institucional - 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