Iliya Markov
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Iliya Markov.
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- Papers in international journals (4)
- Papers in conference proceedings (3)
- Technical reports (4)
- Seminar (16)
- Awards and distinctions (1)
- Reviewing (16)
- Regular teaching (5)
- Project supervision (7)
International journals
Published
Total: 4
- Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S. (2020). Waste Collection Inventory Routing with Non-stationary Stochastic Demands, Computers & Operations Research 113(104798):. doi:10.1016/j.cor.2019.104798
- Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S. (2018). A Unified Framework for Rich Routing Problems with Stochastic Demands, Transportation Research Part B: Methodological 114:213-240. doi:10.1016/j.trb.2018.05.015
- Scarinci, R., Markov, I., and Bierlaire, M. (2017). Network design of a transport system based on accelerating moving walkways, Transportation Research Part C: Emerging Technologies 80:310–328. doi:10.1016/j.trc.2017.04.016
- Markov, I., Varone, S., and Bierlaire, M. (2016). Integrating a heterogeneous fixed fleet and a flexible assignment of destination depots in the waste collection VRP with intermediate facilities, Transportation Research Part B: Methodological 84:256-273. doi:10.1016/j.trb.2015.12.004
Papers in conference proceedings
- Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S. (2017). A general framework for routing problems with stochastic demands. Proceedings of the 17th Swiss Transport Research Conference (STRC) May, 17-19, 2017.
- Markov, I., de Lapparent, M., Bierlaire, M., and Varone, S. (2015). Modeling a waste disposal process via a discrete mixture of count data models. Proceedings of the 15th Swiss Transport Research Conference (STRC) April 15-17, 2015.
- Markov, I., Varone, S., and Bierlaire, M. (2014). Vehicle routing for a complex waste collection problem. Proceedings of the 14th Swiss Transport Research Conference (STRC) May, 14-16, 2014.
Technical reports
- Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S. (2017). A unified framework for rich routing problems with stochastic demands. Technical report TRANSP-OR 171025. Transport and Mobility Laboratory, ENAC, EPFL.
- Scarinci, R., Markov, I., and Bierlaire, M. (2017). Network design of a transport system based on accelerating moving walkways. Technical report TRANSP-OR 170123. Transport and Mobility Laboratory, ENAC, EPFL.
- Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S. (2016). Inventory routing with non-stationary stochastic demands. Technical report TRANSP-OR 160825. Transport and Mobility Laboratory, ENAC, EPFL.
- Markov, I., Varone, S., and Bierlaire, M. (2015). The waste collection VRP with intermediate facilities, a heterogeneous fixed fleet and a flexible assignment of origin and destination depot. Technical report TRANSP-OR 150212. Transport and Mobility Laboratory, ENAC, EPFL.
Seminars
- Markov, I., Bierlaire, M., Cordeau, J., and Varone, S., A unified modeling and solution framework for stochastic routing problems. hEART 2017 - 6th Symposium of the European Association for Research in Transportation, Technion - Israel Institute of Technology, September 14, 2017, Haifa, Israel
- Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S., A unified framework for rich routing problems with stochastic demands. Verolog 2017 - Sixth meeting of the EURO Working Group on Vehicle Routing and Logistics Optimization, Vrije Universiteit Amsterdam, July 11, 2017, Amsterdam, The Netherlands
- Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S., A general framework for routing problems with stochastic demands. 17th Swiss Transport Research Conference (STRC), May 17, 2017, Ascona, Switzerland
- Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S., Waste collection inventory routing with non-stationary stochastic demands. hEART 2016 - 5th Symposium of the European Association for Research in Transportation, TU Delft, September 16, 2016, Delft, The Netherlands
- Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S., Integrating demand uncertainty in inventory routing for recyclable waste collection. 14th Join Operattions Research Days, Università della Svizzera italiana, September 09, 2016, Lugano, Switzerland
- Markov, I., Maknoon, Y., Cordeau, J., Varone, S., and Bierlaire, M., Waste collection inventory routing with non-stationary stochastic demands. TRISTAN IX, June 17, 2016, Oranjestad, Aruba
- Markov, I., Maknoon, Y., Cordeau, J., Varone, S., and Bierlaire, M., Waste collection inventory routing with non-stationary stochastic demands. Verolog 2016 - Fifth meeting of the EURO Working Group on Vehicle Routing and Logistics Optimization, Ecole des Mines de Nantes, June 06, 2016, Nantes, France
- Markov, I., Maknoon, Y., Cordeau, J., Varone, S., and Bierlaire, M., Inventory routing with non-stationary stochastic demands. 16th Swiss Transport Research Conference (STRC), May 19, 2016, Ascona, Switzerland
- Markov, I., Maknoon, Y., de Lapparent, M., Cordeau, J., Varone, S., and Bierlaire, M., Vehicle routing and demand forecasting in recyclable waste collection. CIRRELT Seminar, Centre interuniversitaire de recherche sur les réseaux d'entreprise, la logistique et le transport, November 26, 2015, Montréal,Canada
- Markov, I., de Lapparent, M., Varone, S., and Bierlaire, M., Towards an integrated approach for demand forecasting and vehicle routing in recyclable waste collection. hEART 2015 - 4th Symposium of the European Association for Research in Transportation, DTU, September 11, 2015, Copenhagen
- Markov, I., de Lapparent, M., Varone, S., and Bierlaire, M., Vehicle routing and demand forecasting in a generalized waste collection problem. Verolog 2015 - Fourth meeting of the EURO Working Group on Vehicle Routing and Logistics Optimization, University of Vienna, June 09, 2015, Vienna, Austria
- Markov, I., de Lapparent, M., Bierlaire, M., and Varone, S., Modeling a waste disposal process via a discrete mixture of count data models. 15th Swiss Transport Research Conference (STRC), April 16, 2015, Ascona, Switzerland
- Markov, I., Varone, S., and Bierlaire, M., Solving a complex waste collection routing problem with intermediate disposals. hEART 2014 - 3rd Symposium of the European Association for Research in Transportation, University of Leeds, September 12, 2014, Leeds, UK
- Markov, I., Varone, S., and Bierlaire, M., Vehicle routing for a complex waste collection problem. Verolog 2014 - Third meeting of the EURO Working Group on Vehicle Routing and Logistics Optimization, University of Oslo, June 23, 2014, Oslo, Norway
- Markov, I., Varone, S., and Bierlaire, M., Vehicle routing for a complex waste collection problem. 14th Swiss Transport Research Conference (STRC), May 14, 2014, Ascona, Switzerland
- Markov, I., Varone, S., and Bierlaire, M., Waste collection routing with time windows and intermediate disposal trips. 12th Joint Operations Research Days, EPFL, May 09, 2014, Lausanne, Switzerland
Awards
- Riccardo Scarinci, Iliya Markov, Michel Bierlaire : Green Transportation Award, for the extended abstract and presentation "Network design of a transport system based on accelerating moving walkways". Triennial Symposium on Transportation Analysis TRISTAN IX, 12-17/06/2016 Oranjestad, Aruba., June 16, 2016.
Reviewing
Total: 16 reviews for 3 journals (since 2004). Per year: 2018: 1, 2017: 6, 2016: 6, 2015: 1, 2014: 2.
Regular teaching
- Decision-aid methodologies in transportation
- Year: Spring 2017
- Section(s): Civil Engineering
- Lecturers: Virginie Lurkin, Mor Kaspi
- Teaching assistant: Tomás Robenek, Stefan Binder, Iliya Markov, Meritxell Pacheco
- Webpage: http://moodle.epfl.ch/enrol/index.php?id=15132
- Optimization and Simulation
- Year: Spring 2016
- Section(s): Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Riccardo Scarinci, Yousef Maknoon
- Teaching assistant: Iliya Markov, Marija Nikolic
- Webpage: http://transp-or.epfl.ch/courses/OptSim2016/
- Decision-aid methodologies in transportation
- Year: Spring 2015
- Section(s): Civil Engineering
- Lecturers: Matthieu de Lapparent, Shadi Sharif Azadeh
- Teaching assistant: Evanthia Kazagli, Anna Fernandez Antolin, Iliya Markov, Yousef Maknoon
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2015/index.php
- Decision-aid methodologies in transportation
- Year: Spring 2014
- Section(s): Civil Engineering
- Lecturers: Amanda Stathopoulos, Jianghang Chen
- Teaching assistant: Iliya Markov, Anna Fernandez Antolin
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2014
- Probabilités et Statistique
- Year: Fall 2013
- Section(s): Mathematics
- Lecturer: Jean-Marie Helbling
- Teaching assistant: Iliya Markov
Project supervision
Masters theses
- Raphaël Lüthi
- Analysis, tuning, hybridization and design of experiments for an adaptive large neighborhood search (ALNS) heuristic for a complex inventory routing problem
- Supervision:Iliya Markov, Yousef Maknoon, Michel Bierlaire
- Expert:
- 22/02/2016-24/06/2016
- Bastien Rojanawisut
- Section: Mathematics
- Optimisation of the network design of a futuristic transport system based on accelerated moving walkways
- Supervision:Riccardo Scarinci, Iliya Markov, Michel Bierlaire
- Expert: Sacha Varone
- 15/09/2014-16/01/2015
Semester projects
- Models for pedestrian movements based on integrated and sequential clustering, Konde Romain Olivier Bondo, June 02, 2017
- Generalization and policy analysis for a rich inventory routing problem, Prisca Aeby (SIN), December 23, 2016
- Routing of a mixed fleet of electric and diesel trucks: Analysis of solution approaches, Noortje Verstegen (SIN), May 29, 2015
- Implementation of a futuristic transport system based on accelerated moving walkways: optimization on a real case study, Raphaël Luthi (SSIE), May 29, 2015
- Routing of a mixed fleet of electric and internal combustion trucks, Thomas Cibils (SMGT), December 19, 2014