Professor of Industrial Engineering
Director, Center for Optimization and Applied Probability (COPA)


Contact information

e-mail: amedagli@uniandes.edu.co
Address: Of. ML-730
Departamento de Ingeniería Industrial
Universidad de los Andes
Carrera 1 Este # 19 A - 40
Bogotá, D.C., Colombia
Academic sites: My profile @ Google Scholar
Andres Medaglia's ORCID page
Andres Medaglia's ResearcherID page

Short bio

Andrés Medaglia is full professor of Industrial Engineering at Universidad de los Andes (Bogotá, Colombia) and director of the research center Centro para la Optimización y Probabilidad Aplicada (COPA). He holds a Ph.D. (2001) in Operations Research (OR) from North Carolina State University (USA). From 1999 to 2002 he worked as an optimization specialist developing decision support systems for SAS (Cary, NC, USA). In 2002, he joined the Industrial Engineering Department at Universidad de los Andes and served as Department Chair from 2014 to 2017. He has more than 20 years of experience designing, developing, and applying optimization methodologies to transportation and logistics, healthy and sustainable cities, engineering design, and agricultural systems. His research has led to over 70 peer-reviewed publications in operational research (OR). He currently serves in the editorial boards of Transportation Science, Computers and Operations Research, the European Journal of Industrial Engineering, and TOP (journal of the Spanish OR and Statistics Society). He has served as Secretary and Vicepresident of the Latin-Ibero American Association of Operations Research (ALIO); as Vicepresident of Central/South America for the Institute of Industrial and Systems Engineers (IISE); and as Vicepresident of the Colombian Operational Research Society (ASOCIO). In INFORMS, he currently serves in the committees of the Stella Dafermos Award (TSL) and the Case Competition. He has been the recipient of several awards, most recently, the Glover-Klingman Prize (2020), the INFORMS/TSL President’s Service Award (2017), the IFORS Prize for OR in Development (Quebec City, Canada, 2017), and the EURO Award for the Best EJOR (Review) Paper in 2015. He was the IFORS Invited Tutorial Lecturer at EURO 2018 (Valencia, Spain); and keynote speaker at the IISE Annual Conference and Expo (2021), the International Conference on OR for Development (ICORD 2016) (México DF, Mexico), Optimization Days (Montréal, Canada, 2014), and the NSF - Pan-American Advanced Studies Institute (PASI) on Modeling, Simulation and Optimization of Globalized Physical Distribution Systems (Santiago, Chile, 2013). As an avid amateur cyclist, he has won bronze, silver, and gold medals in the (Colombian) individual time trial championships at the masters category. More information at: http://wwwprof.uniandes.edu.co/~amedagli

Interview in Subject to by Anand Subramanian.


Education


Research Interests

Design, development, and application of optimization models and solution techniques to:


Teaching

Courses

Office Hours


Journal Articles

  1. Fernández, R., Correal, J. F., D’Ayala, D., Medaglia, A. L. (2024). Large-scale school building infrastructure improvement: the case of the city of Cali, Colombia. Socio-Economic Planning Sciences. In press. SharedIt
  2. Suárez, D., Gómez, C., Akhavan-Tabatabaei, R., Medaglia, A. L. (2024). Integrated decision support for disaster risk management: aiding preparedness and response decisions in wildfire management. Information Systems Research.
  3. Wilches, M. A., Sarmiento. O. L., Medaglia, A. L., Montes, F., Guzman, L. A., Sánchez-Silva, M., Hidalgo, D, Parra, K., Useche, A. F., Meisel, J. D., Ochoa-Montero, H., Rodríguez-Castañeda, N. (2024). Impact assessment of an active transport intervention via systems analytics. Transportation Research – Part D. 128(104112) SharedIt
  4. Yamín, D., Medaglia, A. L., Prakash, A. A. (2024). Reliable routing strategies on urban transportation networks. Transportation Science. 58(2).
  5. Van Hoof, B., Solano, A., Riaño, J., Méndez, C., Medaglia, A. L. (2024). Decision-making for circular economy implementation in agri-food systems: A transdisciplinary case study of cacao in Colombia. Journal of Cleaner Production. 434 (140307).
  6. Fernández, R., Correal, J. F., D’Ayala, D., Medaglia, A. L. (2023). Towards disaster risk mitigation on large-scale school intervention programs. International Journal of Disaster Risk Reduction. 90 (103655). SharedIt
  7. Fernández, R., Correal, J. F., D’Ayala, D., Medaglia, A. L. (2023). A decision-making framework for school infrastructure improvement programs. Structure and Infrastructure Engineering. SharedIt
  8. Solano-Blanco, A. L., González, J., E., Medaglia, A. L. (2023). Production planning decisions in the broiler chicken supply chain with growth uncertainty. Operations Research Perspectives. 10 (100273) SharedIt
  9. Solano-Blanco, A. L., González, J. E., Gómez, L. O., Vargas-Sánchez, J. J., Medaglia, A. L. (2023). Integrated planning decisions in the broiler chicken supply chain. 30(4):1579-2131. International Transactions in Operational Research.SharedIt
  10. Cabrera, N., Huertas, J. A., Medaglia, A. L. (2022). Evacuation planning: unveiling evacuation routes via column generation. EURO Journal of Transportation and Logistics. 11 (100089). SharedIt
  11. Escobar, M., Jeanneret, G., Bravo-Sánchez, L., Castillo, A., Gómez, C., Valderrama, D., Roa, M. F., Martínez, J., Madrid-Wolff, J., Cepeda, M., Guevara-Suarez, M., Sarmiento, O. L., Medaglia, A. L., Forero-Shelton, M., Velasco, M., Pedraza-Leal, J. M., Laajaj, R., Restrepo, S., Arbelaez, P. (2022). Smart Pooling: AI-powered COVID-19 informative group testing. Scientific Reports. 12:6519. SharedIt
  12. Yamín, D., Medaglia, A. L., Prakash, A. A. (2022). Exact bidirectional algorithm for the least expected travel-time path problem on stochastic and time-dependent networks. Computers and Operations Research. 141 (105671).
  13. Rodríguez, A., Aristizábal, J., Cabrales, S., Gómez, J. M., Medaglia, A. L.. (2022) Optimal waterflooding management using an embedded predictive analytical model. Journal of Petroleum Science & Engineering. 208, Part B (109419).
  14. Higuera-Mendieta, D., Uriza, P. A., Cabrales, S. A., Medaglia, A. L., Guzmán, L. A., Sarmiento, O. L., (2021). Is the built environment at origin, on route, and at destination associated with bicycle commuting? A gender-informed approach. Journal of Transport Geography. 94(103120). SharedIt
  15. Sefair, J. A., Guaje, O., Medaglia, A. L. (2021). A column-oriented optimization approach for the generation of correlated random vectors. 43:777–808. OR Spectrum. SharedIt
  16. Corredor, D., Cabrera, N., Medaglia, A. L., Akhavan-Tabatabaei, R. (2021). On the shortest α-reliable path problem. TOP: An Official Journal of the Spanish Society of Statistics and Operations Research. 29: 287–318. SharedIt
  17. Betancourt-Ruiz, P., Guevara-Suárez, M., Hidalgo, M., Restrepo, S., Potdevin, E., Huertas, J. A., Medaglia, A. L., Pedraza, J. M., Cepeda, M. L., Arbeláez, P. (2020). El papel de la ingeniería en la pandemia de COVID-19. Revista de Ingeniería. 50: 8-13. SharedIt
  18. Escallón, M., Castillo, D., Leal, J., Montenegro, C., Medaglia, A. L. (2020). Improving harvesting operations in an oil palm plantation. Annals of Operations Research. SharedIt
  19. Carvajal, G. A., Sarmiento, O. L., Medaglia, A. L., Cabrales, S. A., Rodríguez, D., Quitsberg, A., & López, S. (2020). Bicycle safety in Bogotá: a seven-year analysis of bicyclists’ collisions and fatalities. (2020). Accident Analysis and Prevention. 144(105596). SharedIt
  20. Cabrera, N., Medaglia, A. L., Lozano, L., Duque, D. (2020). An exact bidirectional pulse algorithm for the constrained shortest path. Networks. 76(2):128-146.
  21. Huertas, J. A., Palacio, A., Botero, M., Carvajal, G. A., van Laake, T., Higuera-Mendieta, D., Cabrales, S. A., Guzmán, L. A., Sarmiento, O. L., Medaglia, A. L. (2020). Level of traffic stress-based classification: A clustering approach for Bogotá, Colombia, Colombia. Transportation Research Part D: Transport and Environment. 85(102420). SharedIt
  22. Sarmiento, O. L., Higuera-Mendieta, D., Wilches-Mogollon, M.A., Guzman, L. A., Rodriguez, D. A., Morales, R., Méndez, D., Bedoya, C., Linares-Vásquez, M., Arévalo, M. I., Martínez-Herrera, E., Montes, F., Meisel, J.D., Useche, A. F., García, E., Triana, C. A., Medaglia, A. L., Hessel, P., Arellana, J., Moncada, C., King, A.C., Diez-Roux, A. V. (2020). Urban Transformations and Health: Methods for TrUST--a Natural Experiment Evaluating the Impacts of a Mass Transit Cable Car in Bogotá, Colombia. Frontiers in Public Health. SharedIt
  23. Zambrano, J. A., Huertas, J. A., Segura-Durán, E., and Medaglia, A. L. (2020). Time estimation and hotspot detection in the evacuation of a complex of buildings: a mesoscopic approach and case study. IEEE Transactions on Engineering Management. 67(3): 641-658.
  24. Duque, D. and Medaglia, A. L. (2019). An exact method for a class of robust shortest path problems with scenarios. Networks. 74(4):360-373.
  25. Sefair, J. A., Espinosa, M., Behrentz, E., Medaglia, A. L. (2019). Optimization model for urban air quality policy design: A case study in Latin America. Computers, Environment and Urban Systems. 78:101385.
  26. Fontecha, J. E., Guaje, O.O., Duque, D., Akhavan-Tabatabaei, R., Rodríguez, J. P., and Medaglia, A. L. (2019). Combined maintenance and routing optimization for large-scale sewage cleaning. Annals of Operations Research. SharedIt
  27. Huertas, J. A., Duque, D., Segura, E., Akhavan-Tabatabaei, R. & Medaglia, A. L. (2019). Evacuation dynamics: a modeling and visualization framework. OR Spectrum. 42(3):661-691. SharedIt
  28. Medaglia, A. L. & Uribe, C. M. (2019). Capiro: La Ingeniería de las Flores. Revista de Ingeniería. 47:68-75.SharedIt
  29. Abolghasem, S., Solano, F., Bedoya, C. D., Navas, L.P., Ríos. A. P., Pinzón. E. A., Medaglia, A. L., Sarmiento, O. L. (2019). A robust DEA-centric location-based decision support system for expanding Recreovía hubs in the city of Bogotá (Colombia).. International Transactions in Operational Research. 26:1157-1187.
  30. Abolghasem, S., Gómez-Sarmiento, J., Medaglia, A. L., Sarmiento, O. L., González, A. D., Díaz del Castillo, A., Rozo-Casas, Juan F., Jacoby, E. (2018). A Data Envelopment Analysis (DEA)-centric decision support system for evaluating Ciclovía-Recreativa (CR) programs in the Americas. Socio-Economic Planning Sciences. 61:90–101.
  31. Sefair, J. A., Méndez, C. Y., Babat, O., Medaglia, A. L., Zuluaga, L. F. (2017). Linear solution schemes for mean-semivariance project portfolio selection problems: An application in the oil and gas industry. Omega. 68:39–48.
  32. Fontecha, J. E., Akhavan-Tabatabei, R., Duque, D., Medaglia, A. L., Torres, M. N., Rodríguez, J. P. (2016). On the preventive management of sediment-related sewer blockages: a combined maintenance and routing optimization approach. Water Science and Technology. 74 (2): 302–308.
  33. Gómez, A., Mariño, R., Akhavan-Tabatabaei, R., Mendoza, J. E., and Medaglia, A. L. (2016). On modeling stochastic travel and service times in vehicle routing. Transportation Science. 50(2): 27 – 641.
  34. Lozano, L., Duque, D., and Medaglia, A. L. (2016). An exact algorithm for the elementary shortest path problem with resource constraints. Transportation Science. 50(1):348–357.
  35. López-Santana, E., Akhavan, R., Dieulle, L., Labadie, N., and Medaglia, A. L. (2016). On the Combined Maintenance and Routing Optimization Problem. Reliability Engineering & System Safety. 145: 199–214.
  36. González, A., Dueñas-Osorio, L., Sánchez-Silva, M., and Medaglia, A. L. (2016). The interdependent network design problem for optimal infrastructure system restoration. Computer-Aided Civil and Infrastructure Engineering. 31(5):334–350.
  37. Duque, D., Lozano, L. and Medaglia, A. L. (2015). An exact method for the biobjective shortest path problem for large-scale road networks. European Journal of Operational Research. 242:788-797.
  38. Duque, D., Lozano, L. and Medaglia, A. L. (2015). Solving the Orienteering Problem with Time Windows via the Pulse Framework. Computers & Operations Research. 54:168-176.
  39. Walteros, J. L., Medaglia, A. L., and Riaño, G. (2015). Hybrid algorithm for route design on bus rapid transit systems. Transportation Science. 49(1):66-84.
  40. Bolívar, M. A., Lozano, L. and Medaglia, A. L. (2014). Acceleration Strategies for the Weight Constrained Shortest Path Problem with Replenishment. Optimization Letters. 8(8): 2155-2172.SharedIt
  41. Lozano, A. J. and Medaglia, A. L. (2014). Scheduling of parallel machines with sequence-dependent batches and product incompatibilities in an automotive glass facility. Journal of Scheduling. 17(6):521-540.SharedIt
  42. Akhavan-Tabatabaei, R., Bolívar, M. A., Hincapié, J. A., and Medaglia, A. L.. (2013). On the optimal parking lot subscription policy problem: a hybrid simulation-optimization approach. Annals of Operations Research. 222(1):29-44.SharedIt
  43. Pillac, V., Guéret, C. and Medaglia, A. L.. (2013). A parallel matheuristic for the technician routing and scheduling problem. Optimization Letters. 7(7):1525-1535.SharedIt
  44. Flórez, L., Castro-Lacouture, D. and Medaglia, A. L.. (2013). Sustainable workforce scheduling in construction program management. Journal of the Operational Research Society. 64(8):1169-1181.SharedIt
  45. García-López, N. P., Sánchez-Silva, M., Medaglia, A. L., and Chateauneuf, A. (2013). An improved robust topology optimization approach using multiobjective evolutionary algorithms. Computers & Structures. 125:1-10.
  46. Villegas, J. G., Prins, C., Prodhon, C., Medaglia, A. L. and Velasco, N. (2013). A matheuristic for the truck and trailer routing problem. European Journal of Operational Research. 230(2):231-244.
  47. Pillac, V., Gendreau, M., Guéret, C. and Medaglia, A. L.. (2013). A review of dynamic vehicle routing problems. European Journal of Operational Research. 225(1):1-11. Note: Received the 2015 EJOR Best Paper Award - Review.
  48. Lozano, L. and Medaglia, A. L. (2013). On an exact method for the constrained shortest path problem. Computers & Operations Research. 40 (1):378-384.
  49. Pillac, V., Guéret, C. and Medaglia, A. L. (2012). An event-driven optimization framework for dynamic vehicle routing. Decision Support Systems. 54(1):414-423.
  50. Restrepo, M. I., Lozano, L., and Medaglia, A. L. (2012). Constrained network-based column generation for the multi-activity shift scheduling problem. International Journal of Production Economics. 140(1):466-472.
  51. Villegas, A. M., Medaglia, A. L. and Zuluaga, L. F. (2012). Computing bounds on the expected pay of Alternative Risk Transfer (ART) products. Insurance: Mathematics and Economics.51(2):271-281.
  52. Mendoza, J. E., Castanier, B., Guéret, C., Medaglia, A. L., Velasco, N. (2011). Constructive heuristics for the multi-compartment vehicle routing problem with stochastic demands. Transportation Science. 45(3):346-363.
  53. García-López, N. P., Sánchez-Silva, M., Medaglia, A. L., and Chateauneuf, A. (2011). A hybrid topology optimization methodology combining simulated annealing and SIMP. Computers and Structures. 89:1512-1522.
  54. Villegas, J. G., Prins, C., Prodhon, C., Medaglia, A. L., Velasco, N. (2011). A GRASP with evolutionary path relinking for the truck and trailer routing problem. Computers & Operations Research. 38:1319-1334.
  55. Feillet, D., Gendreau, M., Medaglia, A. L., Walteros, J. L. (2010). A note on branch-and-cut-and-price. Operations Research Letters. 38(5):346-353.
  56. Villegas, J. G., Prins, C., Prodhon, C., Medaglia, A. L., and Velasco, N. (2010). GRASP/VND and multi-start evolutionary local search for the single truck and trailer routing problem with satellite depots. Engineering Applications of Artificial Intelligence. 23(5), pp. 780-794.
  57. Mendoza, J. E., Castanier, B., Guéret, B., Medaglia, A. L. and Velasco, N. (2010). A memetic algorithm for the multi-compartment vehicle routing problem with stochastic demands. Computers & Operations Research. 37, pp. 1886-1898.
  58. Medaglia, A. L., Sefair, J. A. (2009). Optimizando la planeación en el sector público. EGOB: Revista de Asuntos Públicos (ISSN: 2027-2421). 3: 44-49.
  59. Castro-Lacouture, D., Sefair, J. A., Florez, L., and Medaglia, A. L.. (2009). Optimization model for the selection of materials using a LEED-based green building rating system in Colombia, Building and Environment, 44(6):1162-1170.
  60. Mendoza, J. E., Medaglia, A. L. and Velasco, N. (2009). An evolutionary-based decision support system for vehicle routing: the case of a public utility. Decision Support Systems, 46(3):730-742.
  61. Medaglia, A. L., Villegas, J. G. and Rodríguez-Coca, D. M. (2009). Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network, Journal of Heuristics. 15(2):153-176.SharedIt
  62. Rodríguez, J. E., Medaglia, A. L. and Coello-Coello, C.A. (2009). Design of a motorcycle frame using neuroacceleration strategies in MOEAs. Journal of Heuristics. 15(2): 177-196.SharedIt
  63. Molano, A. M., Medaglia, A. L., Sarmiento, O. L., Sefair, J. A. (2009). Modelo de planeación de áreas urbanas para construir nuevos parques vecinales en Bogotá. Revista Planeación y Desarrollo, 39(2): 140-173.
  64. Medaglia, A. L., Hueth, D., Mendieta, J. C. and Sefair, J.A. (2008). Multiobjective Model for the Selection and Timing of Public Enterprise Projects. Socio-Economic Planning Sciences. 42(1):31-45.
  65. Gutiérrez, E. and Medaglia, A. L.. (2008). Labeling Algorithm for the Shortest Path Problem with Turn Prohibitions with Application to Large Scale Road Networks. Annals of Operations Research. 157(1): 169-182.SharedIt
  66. Rodríguez-Coca, D. M. and Medaglia, A. L.. (2007). Configuración logística para tratamiento de residuos hospitalarios peligrosos. Revista de la Escuela Colombiana de Ingeniería, 68: 65-75.
  67. Santamaría, N., Medaglia, A. L., and Beltrán, H. F. (2007). The winner determination problem in divisible object auctions. The Engineering Economist. 52(2): 179-194.
  68. Castro-Lacouture, D., Medaglia, A. L. and Skibniewski, M. J. (2007). Supply chain optimization tool for purchasing decisions in B2B construction marketplaces. Automation in Construction. 16(5): 569-575.
  69. Medaglia, A. L., Graves, S. B., and Ringuest, J. L. (2007). Multiobjective evolutionary approach for linearly constrained project selection under uncertainty. European Journal of Operational Research. 179(3): 869-894.
  70. Medaglia, A. L., Cohen, M-d., and Castro-Lacouture, D. (2006). Optimizing B2B transactions using the Marketplace Competitive Analyzer. International Journal of Management Science and Engineering Management, 1(1):37-46.
  71. Villegas, J. G., Palacios, F., and Medaglia, A. L.. (2006). Solution methods for the bi-objective (cost-coverage) unconstrained facility location problem with an illustrative example. Annals of Operations Research. 147(1): 109-141.SharedIt
  72. Medaglia, A. L. and Fang, S.-C. (2003). A genetic-based framework for solving (multi-criteria) weighted matching problems.. European Journal of Operational Research, 149(1): 77-101.
  73. Medaglia, A. L., Fang, S.-C., Nuttle, H. L. W., and Wilson, J. R. (2002). An efficient and flexible mechanism for constructing membership functions. European Journal of Operational Research, 139: 84-95.
  74. Medaglia, A. L., Fang, S.-C., and Nuttle, H. L. W. (2002). Fuzzy controlled simulation optimization. Fuzzy Sets and Systems. 127(1):65-84.
  75. Cohen, M-d., Kelly, C. B., and Medaglia, A. L. (2001). Decision support with Web-enabled software. Interfaces, 31(2):109-129.

Book Chapters

  1. Medaglia, A. L., Wilches-Mogollon, M. A., Sarmiento, O. L., Montes, F., Guzmán, L. A., Sanchez-Silva, M., Menezes, R., Hidalgo, D., Parra, K., Useche, A., Ochoa-Montero, H., Rodríguez, N., Salamanca, L. (2022). Towards intelligent dynamics of an active transport system for biking. In Safer Complex Systems Case Studies. ISBN: 978-1-909327-55-9. Royal Academy of Engineering. pp. 108-125. SharedIt
  2. Pillac, V., Guéret, C., and Medaglia, A. L. (2018). A Fast Reoptimization Approach for the Dynamic Technician Routing and Scheduling Problem. In Recent Developments in Metaheuristics. Amodeo, L., Talbi, E.G., Yalaoui, F. (eds). Operations Research/Computer Science Interfaces Series, Vol. 62. Springer.
  3. Sefair, J. A., Molano, A., Medaglia, A. L., and Sarmiento, O. L. (2011). Locating neighborhood parks with a lexicographic multiobjective optimization method. In Community-Based Operations Research: Decision Modeling for Local Impact and Diverse Populations. Michael P. Johnson (Ed.). International Series in Operations Research & Management Science, Volume 167, Part 2, 143-171.
  4. Lozano, L., Medaglia, A. L., and Velasco, N. (2009). Generation of Pop-Rock Chord Sequences Using Genetic Algorithms and Variable Neighborhood Search. Lecture Notes in Computer Science. 5484, pp. 573-578.
  5. Peñaranda, A., Sarmiento, O. L., Medaglia, A. L., García, J. M., Aparicio, M. L., Barón, C., Rodríguez, J. H., Calderón, L., Tovar, S. and Satizábal, C. L. (2007). Factores predictivos en la percepción del habla en niños posimplante coclear. In Manual de Otorrinolaringología, cabeza y cuello. Augusto Peñaranda, Juan Manuel García y Martín Pinzón (Eds.). Actualidades Médico Odontológicas Latinoamérica C.A. (AMOLCA). ISBN: 980-6574-80-X.
  6. Medaglia, A. L., and Gutiérrez, E. (2006). JGA: An Object-Oriented Framework for Rapid Development of Genetic Algorithms. In Handbook of Research on Nature Inspired Computing for Economics and Management. Jean-Phillipe Rennard (Ed.). ISBN: 1-59140-984-5.
  7. Medaglia, A. L., and Gutiérrez, E. (2006). Applications of JGA to Operations Management and Vehicle Routing. In Handbook of Research on Nature Inspired Computing for Economics and Management. Jean-Phillipe Rennard (Ed.). ISBN: 1-59140-984-5.
  8. Medaglia, A. L., Gutiérrez, E., and Villegas, J.G. (2006). Solving Facility Location Problems using a Tool for Rapid Development of Multi-Objective Evolutionary Algorithms (MOEAs). In Handbook of Research on Nature Inspired Computing for Economics and Management. Jean-Phillipe Rennard (Ed.). ISBN: 1-59140-984-5.
  9. Medaglia, A. L. (2003). An evolutionary algorithm for project selection problems based on stochastic multiobjective linearly constrained optimization. Chapter in Graves, S. B. and Ringuest, J. L., Models and methods for project selection: concepts from management science, finance, and information technology. Boston: Kluwer Academic Publishers.

Working papers

  1. Cortés, M. F., Parra, K., Rodríguez, D., Ardila, C., Escobar, S., van Hoof, B., Mura, I., Rodríguez, J., Medaglia, A. L. (2023). An integrated value chain modeling approach for the large-scale production of fine flavor cocoa in Arauca (Colombia).
  2. Acevedo-Ramos, J. A., Giraldo, L. F., Solano-Blanco, A. L., and Medaglia, A. L. (2021). Precision crop spraying through energy-efficient UAV trajectory design coupling machine learning and optimization.
  3. Restrepo, M. I., García, A. F., Medaglia, A. L. and Fowler, J. W. (2020). Staff task assignment in healthcare centers.

Technical Reports

  1. González, J. E., Lozano, L., Walteros, J. L., Feillet, D., and Medaglia, A. L. (2013). Solving the bus rapid transit route design problem with general topologies via simultaneous column and cut generation. COPA Tech Report. Universidad de los Andes.
  2. Ramírez, M. A., Medaglia, A. L. and J. E. Mendoza (2012). A column generation-based heuristic for two-dimensional cutting stock problems with variable dimensions. COPA Tech Report. Universidad de los Andes
  3. Pillac, V., Guéret, C., and Medaglia, A. L. (2012). On the dynamic Technician Routing and Scheduling Problem. Technical Report 12/5/AUTO, Ecole des Mines de Nantes, France.
  4. Pillac, V., Guéret, C., and Medaglia, A. L. (2012). A fast reoptimization approach for dynamic vehicle routing. Technical Report 12/6/AUTO, Ecole des Mines de Nantes, France.
  5. Pillac, V., Gendreau, M., Guéret, C., and Medaglia, A. L.. (2011). A review of dynamic vehicle routing problems. Technical Report CIRRELT - 2011- 62, Centre interuniversitaire de recherche sur les réseaux d’enterprise, la logistique et le transport (CIRRELT).
  6. Pillac, V., Guéret, C. and Medaglia, A. L. (2010). Dynamic Vehicle routing problems: state of the art and prospects. Technical Report 10/4/AUTO, Ecole des Mines de Nantes, France.
  7. Flórez, D. C., Walteros, J. L., Vargas, M. A., Medaglia, A. L., and Velasco, N. (2009). A mathematical programming approach to airline crew pairing optimization. Technical Report No.: COPA-2009-100. Universidad de los Andes.
  8. Sefair, J. A., Medaglia, A. L., Cohen, M.-d. (2008). Método de Puntaje Óptimo (MPO). Technical Report No.: COPA-2008-4. Universidad de los Andes.
  9. Mendoza, J. E., Castanier, B., Guéret, C., Medaglia, A. L., and Velasco, N. (2008). An instance generator for Vehicle Routing Problems with Stochastic Demands. Technical Report N: 08/01/AUTO. École des Mines de Nantes. France.
  10. Mendoza, J. E., Castanier, B., Guéret, C., Medaglia, A. L., and Velasco, N. (2008). Approximating the expected recursion cost on a Multi-Compartment Vehicle Routing Problem with Stochastic Demands. Technical Report N: 08/03/AUTO. École des Mines de Nantes. France.
  11. Sefair, J. A. and Medaglia, A. L. (2006). Project selection and timing under finite capacity resource constraints. Technical Report No.: COPA-2006-7. Universidad de los Andes.

Other Professional Publications

  1. Medaglia, A. L. Subject to: Andrés Medaglia. Interview by Subramanian, A. (podcast).
  2. Medaglia, A. L. (2021). Lessons from Latin America for sustainable, healthier cities. ISE Magazine. November 2021. 53(11):28-33.SharedIt
  3. Solano, A. L., González, J.E., Medaglia, A. L. (2020). ¿Cómo optimizar su plan de encasetamiento para el próximo año? Revista Avicultores.
  4. Medaglia, A. L. (2019). Report on the) XIII Metaheuristics International Conference. In IFORS News. Conferences Section. 10(1). ISSN: 2223-4373
  5. Ríos-Mercado, R., González-Velarde, J. L., Medaglia, A. L. (2019). ALIO and INFORMS meet at Cancun for an Operational Research Beach Party. In IFORS News. Conferences Section. 10(1). ISSN: 2223-4373
  6. Medaglia, A. L., Lozano, L., and Duque, D. (2018). Solving hard shortest path problems with the pulse framework. In IFORS News. Tutorial Section. 12(2). ISSN: 2223-4373
  7. Medaglia, A. L. (2017). Promoting health and wellness through OR. In IFORS News. OR-Impact Section. 11(4). ISSN: 2223-4373
  8. Sarmiento, O. L., Gómez, J., Medaglia, A. L., Southern, A., Fernandez, D., Jacoby, E. (2012). Bicis de Calidad: Indicadores de Evaluación para la Ciclovías Recreativas. Sponsored by: Pan American Health Organization (PAHO) and the Centers for Disease Control and Prevention (CDC).
  9. Cancela, H., García, A., Loiseau, I., and Medaglia, A. L. Preface of the Special Issue Dedicated to the XIII Latin-Ibero-American Conference on Operations Research (CLAIO 2006). Journal of Industrial and Management Optimization. 5(2): i-ii.
  10. Medaglia, A. L. Programación a gran escala: generación de columnas. Universidad de los Andes: Centro de Optimización y Probabilidad Aplicada. Reporte COPA 2008 - 5, 2008.
  11. Medaglia, A. L., Takahashi, S., Mejía, G., Gutiérrez, E., Hernández, J., Botero, R., & Sarmiento, M.C.. Producción modelo. Colombia Ciencia y Tecnología., 23 (3): 34-41, ISSN: 0120-5595, 2007.
  12. Medaglia, A. L. and Santamaría, N. DLP and Extensions: An Optimization Model and Decision Support System (Springer-Verlag, 2001.). Book review for the Journal of the Operational Research Society, 56 (12): 1452-1454, 2005.
  13. Medaglia, A. L.. Palm Enterprise Applications by Ray Rischpater (John Wiley & Sons, 2000). Book review for the Journal of the Operational Research Society, 55 (6): 679-680, 2004.

Invited Talks and Plenaries

  1. Medaglia, A. L.. Analítica de datos para la sostenibilidad: retos en América Latina. Conferencia plenaria. Congreso 2022 ASOCIO-IISE Región 16, Septiembre 9, 2022.
  2. Medaglia, A. L.. Panel de conferencistas (con C. Mejía - MIT, R. Ruiz – Amazon & A. L. Medaglia - Uniandes). Conferencia plenaria. Congreso 2022 ASOCIO-IISE Región 16, Universidad Sergio Arboleda – Hall 74, Septiembre 8, 2022.
  3. Medaglia, A. L.. Panel de ciencia abierta (organizador/moderador: Juan Guillermo Villegas; panelistas: Alejandra Tabares Pozos – Uniandes; Indira Sotelo- U. de la Sabana; Luis Fernando Lopez – U. de la Sabana; Valentina Gutiérrez – U. del Valle; A. L. Medaglia – Uniandes).Congreso 2022 ASOCIO-IISE Región 16, Universidad de la Sabana, Septiembre 6, 2022.
  4. Medaglia, A. L.. Exact bidirectional algorithm for the constrained shortest path: stochastic extensions and applications. INFORMS Transportation and Logistics Society – Webinar. Host: Mathias Klapp. December 10, 2021.
  5. Medaglia, A. L., Wilches, M. A. Transporte sostenible en Bogotá: una mirada desde la analítica de datos. Conferencias Virtuales: Transporte Sostenible. ASOCIO, Septiembre 28, 2021. Available at: http://asociocolombia.org/site
  6. Medaglia, A. L. (2021). Towards sustainable and healthier cities: lessons from Latin America. IISE Annual Conference and Expo, May 23, 2021.
  7. Medaglia, A. L. (2021). Exact Bidirectional (pulse) algorithm for constrained shortest path and extensions. ISE Seminar Series Spring 2021, April 20, 2021.
  8. Medaglia, A. L. (2020). Level of traffic stress in Bogotá: towards a friendlier city for cyclists. O.R. in Latin America: From Theory to Practice. IFORS Global Webinar Series, July 29, 2020.
  9. Medaglia, A. L., Guzmán, L.A., Sarmiento, O. L. (2020). Metodología basada en analítica de datos para la clasificación de vías: Level of Traffic Stress (LTS) en Bogotá. Encuentros Grupo SUR. Facultad de Ingeniería, Universidad de los Andes. Bogotá, Colombia, Julio 8, 2020.
  10. Medaglia, A. L. (2020). Curso: Enfoque de pulsos para solución de problemas de caminos más cortos con restricciones. Departamento de Investigación Operativa. Instituto de Computación (InCo). Universidad de la República. Montevideo, Uruguay, Marzo 9-13, 2020.
  11. Medaglia, A. L.(2019). Transformando datos en información para tomar decisiones: retos de la analítica. Seminarios Virtuales de Investigación. Facultad de Ingeniería, Universidad de los Andes. Bogotá, Colombia, Noviembre 29, 2019.
  12. Medaglia, A. L. (2019). Panel: La información estadística en la revolución 4.0 - Políticas públicas y ecosistema del big data. Moderador: Alejandro Patiño (CEPAL). Taller: Uso de Big Data en las Estadísticas Oficiales para la Medición de la Economía Digital y el Desarrollo Sostenible. DANE, Bogotá, Mayo 7-9, 2019.
  13. Huertas, J. A., Palacio, A., Botero, M., Carvajal, G. A., Uriza-Antorveza, P.A., Sarmiento, O. L., Cabrales, S., Guzmán, L. A., Medaglia, A. L.. (2018). Estudiando el transporte sostenible y su entorno: la bicicleta. Academic Track. Analytics Forum 2019, Bogotá, Colombia, Marzo 11, 2019.
  14. Medaglia, A. L.. (2018). Inteligencia analítica para las agrocadenas: transformando datos en decisiones. Agro talk en Agrofuturo 2018 (Corferias), Bogotá, Agosto 23, 2018.
  15. Medaglia, A. L.. Solving hard shortest path problems with the pulse framework. IFORS Invited Tutorial Lecturer at EURO 2018, Valencia (España), July 8-11, 2018.
  16. Medaglia, A. L., Sandoval, L. (2016). Integrando la Analítica en la Toma de Decisiones. 2da. Convención Latinoamericana de Analítica, Bogotá, Noviembre 2, 2016.
  17. Medaglia, A. L. (2016). Exploiting Network Structures on Engineering Design Problems. International Conference on OR for Development (ICORD), México City, June 9-10, 2016.
  18. Guaje, O., Medaglia, A. L., Sefair, J. (2016). A decomposition approach for correlated random vector generation. Column Generation 2016. Búzios, Brazil, May 22-25, 2016.
  19. Medaglia, A. L. (2015). Optimización combinada de mantenimiento y enrutamiento. III Encuentro Regional de Investigación de Operaciones – Revoluciona, Zarzal (Valle, Colombia), Noviembre 27, 2015.
  20. Medaglia, A. L.(2015). On the Combined Maintenance and Routing. Del and Beth Kimbler Lecture Series. Department of Industrial Engineering. University of South Florida, Tampa (USA), November 7th, 2015.
  21. Medaglia, A. L. (panelist). Panel Discussion: International Academic Career Opportunities. Co-chairs: Co-Chair: Shengfan Zhang and Raha Akhavan-Tabatabaei. INFORMS Annual Meeting. Phildelphia, Pennsylvania (U.S.A.), November 2nd, 2015.
  22. Medaglia, A. L. (2015). Solving hard shortest paths with the pulse algorithm: overview and recent advances. Department Seminar, Polytech Tours, Tours (France), May 21, 2015.
  23. Fontecha, J., Duque, D., Akhavan-Tabatabaei, R., Medaglia, A. L., Rodríguez, J. P. (2015). Combined maintenance-routing optimization: the case of a water utility. Network Optimization Workshop (NOW); La Rochelle (France), May 18-20, 2015.
  24. Medaglia, A. L. (2014). The pulse algorithm: a modular framework for hard shortest path variants. Plenary Session, Montréal, Canada, Optimization Days, May 5-7, 2014.
  25. Medaglia, A. L. (2013). Exploiting Network Structures on Transportation and Logistics Problems. Lecture. Pan-American Advanced Studies Institute (PASI) on Modeling, Simulation and Optimization of Globalized Physical Distribution Systems, Santiago, Chile. August 5-17, 2013. Supported by the US National Science Foundation (NSF) and the US Department of Energy (DOE).
  26. Amaya, C. A., Medaglia, A. L., Mendoza, J. E., Velasco, N., and Villegas, J. G. (2008). Avances en problemas de ruteo. Conferencia Plenaria. V Congreso Latinoamericano del Institute of Industrial Engineers (IIE)- Región Centro y Suramérica, Paipa, Colombia, Marzo 28-29, 2008.
  27. Amaya, C. A., Medaglia, A. L., Mendoza, J. E., Velasco, N., and Villegas, J. G. (2008). Ruteo de vehículos: casos de aplicación y software. II Encuentro Latinoamericano de Académicos de Ingeniería Industrial-ELAIN 2008, Lima, Perú, 2008 (videoconferencia).
  28. Sefair, J. A. and Medaglia, A. L. (2007). Modelos de selección y ordenamiento de proyectos de inversión. Plenaria en el Seminario Nacional: Optimización de la Cadena de Valor. UIS, Bucaramanga, Colombia.
  29. Zarama, R., Medaglia, A. L. and Félix, R. H. (2007). Industrial Engineering perspectives in Latin America. IIE Annual Conference and Expo, Nashville, U.S.A..
  30. Gutierrez, E., Hernandez, J., Takahashi, S., Botero, R., Sarmiento, M. C. and Medaglia, A. L. (2006). Motor de modelado para la programación de la producción. 3ra Conferencia Regional (Central and South America) del IIE, Bogotá, Colombia.
  31. Sarmiento, O. L., Peñaranda, A., Medaglia, A. L., Aparicio, M. L., Barón, C., García, J. M., Ramírez, I. C., Rodríguez, J. H., Perdomo, V. (2005). Modelo de percepción del habla en niños colombianos post-implante coclear. Invited talk at Academia Nacional de Medicina.
  32. Medaglia, A. L. (2005). Componentes de ruteo (urbano): algunas experiencias en Bogotá. 2da Conferencia Regional del IIE, Bogotá, Colombia.
  33. Medaglia, A. L., Mendieta, J. C., Sefair, J. A., and Hueth, D. (2004). Hacia una metodología formal de selección y ordenamiento de proyectos de inversión. Exposición plenaria dada en el 3er Congreso Internacional "Decisiones Efectivas, Nueva Tendencia de Gestión en la Excelencia Empresarial", Universidad Distrital, Bogotá, Colombia.
  34. Medaglia, A. L., Mendieta, J. C., Sefair, J. A., and Hueth, D. (2004). Selección y ordenamiento de proyectos en un plan de Inversión. Exposición plenaria dada en el I Congreso Región 16 del Institute of Industrial Engineering - Universidad Distrital, Bogotá, Colombia.

Decision Support Systems and Software Libraries

  1. Medaglia, A. L. Medaglia, A. L., Cárdenas, J. C., Santamaría, N., Sefair, J. A., et al. Portal Viaje: Carpooling at Universidad de los Andes (Bogotá, Colombia).
  2. Medaglia, A. L., Gutiérrez, E., Mendoza, J. E., JGA and MO-JGA: A Java framework for single and multiobjective evolutionary programming.
  3. Mendoza, J. E., Guéret, C., Medaglia, A. L., Velasco, N. and Villegas, J. G.. JCW: an object-oriented framework for the rapid development of vehicle routing heuristics based on savings.
  4. Mendoza, J. E., Medaglia, A. L. and Velasco, N. RoutePlotter: MS Excel add-in for visualization and analysis of vehicle routes.
  5. Villegas, J. G., Medaglia, A. L., Prins, C., Prodhon, C., Velasco, N. jSplit: Split-based (route first, cluster second) framework for vehicle routing.
  6. Flórez, W., Palacio, J. D., Ortíz, J. D., Medaglia, A. L., Rojas, J., Pérez, L. M., Zarama, R.. Sistema de Información para la Planeación de la Inversión - SIPI. Armada República de Colombia (ARC).
  7. Flórez, W., Palacio, J. D., Londoño, M. A., Medaglia, A. L., Rojas, J., Pérez, L. M., Zarama, R.. Sistema de Información para la Programación del Personal - SIPP. Armada República de Colombia (ARC).

Editorial Service

  1. Transportation Science. Associate editor (since 2021)
  2. Top - Official Journal of the Spanish Society of Statistics and Operations Research (SEIO). Associate editor (since 2020)
  3. Computers and Operations Research. Editorial advisory board (since 2019)
  4. European Journal of Industrial Engineering. Editorial board member (since 2017)
  5. Journal of Industrial and Management Optimization. Associate editor (2005-2015) and guest co-editor on May 2009 Special Issue on CLAIO/Uruguay (2006).
  6. International Journal of Management Science and Engineering Management. Editorial board.
  7. International Journal of Information Systems and Supply Chain Management (IJISSCM). Editorial review board.
  8. The Open Operational Research Journal. Editorial advisory board (2007-2012).
  9. Revista Ingeniería y Universidad . Editorial committee.

Professional Service


Honors and Awards


Students' Honors and Awards (Advising/Mentoring)


Affiliations

Professional Organizations

Research Groups


Links

Universidad de los Andes