Shadi Sharif Azadeh
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- Papers in international journals (12)
- Book chapters (1)
- Papers in conference proceedings (7)
- Technical reports (7)
- Seminar (10)
- Awards and distinctions (1)
- Reviewing (8)
- Research projects (6)
- Regular teaching (5)
- Miscellaneous lectures (1)
- Project supervision (7)
International journals
Published
Total: 12
- Pacheco, M., Gendron, B., Sharif Azadeh, S., and Bierlaire, M. (2022). A Lagrangian decomposition scheme for choice-based optimization, Computers & Operations Research 148:105985. doi:10.1016/j.cor.2022.105985
- Sharif Azadeh, S., Atasoy, B., Ben-Akiva, M., Bierlaire, M., and Maknoon, Y. (2022). Choice-Driven Dial-A-Ride Problem for Demand Responsive Mobility Service, Transportation Research Part B: Methodological 161:128-149. doi:10.1016/j.trb.2022.04.008
- Binder, S., Maknoon, Y., Sharif Azadeh, S., and Bierlaire, M. (2021). Passenger-Centric Timetable Rescheduling: A User Equilibrium Approach, Transportation Research Part C: Emerging Technologies 132:103368. doi:10.1016/j.trc.2021.103368
- Pacheco, M., Bierlaire, M., Gendron, B., and Sharif Azadeh, S. (2021). Integrating advanced discrete choice models in mixed integer linear optimization , Transportation Research Part B: Methodological 146:26-49. doi:10.1016/j.trb.2021.02.003
- Sharif Azadeh, S., Bierlaire, M., and Maknoon, Y. (2019). A Two-Stage Route Optimization Algorithm for Light Aircraft Transport Systems, Transportation Research Part C: Emerging Technologies 100:259-273. doi:10.1016/j.trc.2019.01.028
- Robenek, T., Sharif Azadeh, S., Maknoon, Y., de Lapparent, M., and Bierlaire, M. (2018). Train Timetable Design Under Elastic Passenger Demand, Transportation Research Part B: Methodological 111:19-38. doi:10.1016/j.trb.2018.03.002
- Robenek, T., Sharif Azadeh, S., Maknoon, Y., and Bierlaire, M. (2017). Hybrid Cyclicity: Combining The Benefits Of Cyclic And Non-Cyclic Timetables, Transportation Research Part C: Emerging Technologies 75:228-253. doi:10.1016/j.trc.2016.12.015
- Robenek, T., Maknoon, Y., Sharif Azadeh, S., Chen, J., and Bierlaire, M. (2016). Passenger Centric Train Timetabling Problem, Transportation Research Part B: Methodological 89:107-126. doi:10.1016/j.trb.2016.04.003
- Sharif Azadeh, S., Hosseinalifam, M., and Savard, G. (2015). The impact of customer behavior models on revenue management systems, Computational Management Science 12(1):99-109. doi:10.1007/s10287-014-0204-z
- Sharif Azadeh, S., Marcotte, P., and Savard, G. (2015). A Non-Parametric Approach to Demand Forecasting in Revenue Management, Computers & Operations Research 12(1):99-109. doi:10.1007/s10287-014-0204-z
- Sharif Azadeh, S., Marcotte, P., and Savard, G. (2014). A taxonomy of demand uncensoring methods in revenue management, Journal of Revenue & Pricing Management 13:440-456. doi:10.1057/rpm.2014.8
- Sharif Azadeh, S., Labib, R., and Savard, G. (2013). Railway demand forecasting in revenue management using neural networks, International Journal of Revenue Management 7(1):18-36. doi:10.1504/IJRM.2013.053358
Book chapters
- Sharif Azadeh, S., Maknoon, Y., Chen, J., and Bierlaire, M. (2021). The Impact of Collaborative Scheduling and Routing for Interconnected Logistics: A European Case Study. In Jafar Rezaei (ed) <em>Strategic Decision Making for Sustainable Management of Industrial Networks</em> (ISBN: 978-3-030-55384-5) pp.35-56. Springer.
Papers in conference proceedings
- Pacheco, M., Gendron, B., Lurkin, V., Sharif Azadeh, S., and Bierlaire, M. (2018). A Lagrangian relaxation technique for the demand-based benefit maximization problem. Proceedings of the 18th Swiss Transport Research Conference (STRC) 16-18 May, 2018.
- Pacheco, M., Sharif Azadeh, S., Bierlaire, M., and Gendron, B. (2017). Integrating advanced demand models within the framework of mixed integer linear problems: A Lagrangian relaxation method for the uncapacitated case. Proceedings of the 17th Swiss Transport Research Conference (STRC) 17-19 May, 2017.
- Pacheco, M., Sharif Azadeh, S., and Bierlaire, M. (2016). A new mathematical representation of demand using choice-based optimization method. Proceedings of the 16th Swiss Transport Research Conference (STRC) 18-20 May, 2016.
- Wehres, U., Sharif Azadeh, S., Maknoon, Y., and Bierlaire, M. (2016). Modeling Uncertainty for a Catenary-free Electrical Bus. Proceedings of the 16th Swiss Transportation Research Conference (STRC) May 19-20, 2016, 2016.
- Robenek, T., Sharif Azadeh, S., and Bierlaire, M. (2015). Evaluating the Quality of Railway Timetables from Passenger Point of View. Proceedings of the 13th Conference on Advanced Systems in Public Transport (CASPT2015) July 19 - 23, 2015.
- Binder, S., Maknoon, Y., Sharif Azadeh, S., and Bierlaire, M. (2015). Generation and evaluation of passenger-oriented railway disposition timetables in case of severe disruptions. Proceedings of the 6th International Conference on Railway Operations Modelling and Analysis (RailTokyo2015) March 23 – 26, 2015.
- Robenek, T., Sharif Azadeh, S., Chen, J., Bierlaire, M., and Maknoon, Y. (2015). The Ideal Train Timetabling Problem. Proceedings of the 6th International Conference on Railway Operations Modelling and Analysis (RailTokyo2015) March 23 – 26, 2015.
Technical reports
- Pacheco, M., Gendron, B., Sharif Azadeh, S., and Bierlaire, M. (2021). A Lagrangian decomposition scheme for choice-based optimization. Technical report TRANSP-OR 210827. Transport and Mobility Laboratory, ENAC, EPFL.
- Pacheco, M., Sharif Azadeh, S., Bierlaire, M., and Gendron, B. (2017). Integrating advanced discrete choice models in mixed integer linear optimization. Technical report TRANSP-OR 170714. Transport and Mobility Laboratory, ENAC, EPFL.
- Robenek, T., Sharif Azadeh, S., Maknoon, Y., de Lapparent, M., and Bierlaire, M. (2016). Train Timetable Design Under Elastic Passenger Demand. Technical report TRANSP-OR 160923. Transport and Mobility Laboratory, ENAC, EPFL.
- Robenek, T., Sharif Azadeh, S., Maknoon, Y., and Bierlaire, M. (2016). Hybrid Cyclicity: Combining The Benefits Of Cyclic And Non-Cyclic Timetables. Technical report TRANSP-OR 160510. Transport and Mobility Laboratory, ENAC, EPFL.
- Bierlaire, M., and Sharif Azadeh, S. (2016). Demand-based discrete optimization. Technical report 160209. Transport and Mobility Laboratory, ENAC, EPFL.
- Robenek, T., Maknoon, Y., Sharif Azadeh, S., Chen, J., and Bierlaire, M. (2015). Passenger Centric Train Timetabling Problem. Technical report TRANSP-OR 150917. Transport and Mobility Laboratory, ENAC, EPFL.
- Maknoon, Y., Sharif Azadeh, S., and Bierlaire, M. (2015). Trajectory planning for small aircrafts. Technical report TRANSP-OR 150901. Transport and Mobility Laboratory, ENAC, EPFL.
Seminars
- Sharif Azadeh, S., Bierlaire, M., Atasoy, B., and Ben-Akiva, M., A choice-based optimization approach in flexible mobility on demand. Euro 2016, July 06, 2016,
- Sharif Azadeh, S., and Bierlaire, M., Choice-based routing problem in the context of flexible mobility on demand. Tristan 2016, June 15, 2016, Aruba
- Sharif Azadeh, S., Bierlaire, M., Ben-Akiva, M., and Atasoy, B., Choice based demand model in the context of flexible mobility on demand. INFORMS Annual Meeting, November 02, 2015, Philadelphia, USA
- Sharif Azadeh, S., Marcotte, P., and Bierlaire, M., A new approach to airline and train demand modeling using registered transactions. hEART 2015, DTU, September 11, 2015, Copenhagen, Denmark
- Sharif Azadeh, S., Marcotte, P., Savard, G., and Bierlaire, M., Passenger demand modeling under availability constraints and customer segmentation assumptions. IATBR, July 20, 2015, Windsor, UK
- Sharif Azadeh, S., Maknoon, Y., and Bierlaire, M., An optimization model to 3D route planning for air navigation systems. EURO INFORMS, University of Strathclyde, July 13, 2015, Glasgow, Scotland
- Sharif Azadeh, S., Marcotte, P., and Bierlaire, M., Airline passenger behavior modeling in revenue management systems. , June 14, 2015, Montreal, Canada
- Sharif Azadeh, S., Impact of demand modeling in revenue management systems. Workshop on Big Data, Polytechnique Montreal, October 07, 2014, Montreal
- Sharif Azadeh, S., A global optimization method for demand modeling. , July 15, 2014, Barcelona, Spain
- Sharif Azadeh, S., Introducing a non-parametric method for customer behavior modeling. EPFL, Workshop on discrete choice models, June 19, 2014, Lausanne
Awards
- Shadi Sharif Azadeh : EU-Marie Curie EPFL fellowship, May 01, 2016.
Reviewing
Total: 8 reviews for 5 journals (since 2004). Per year: 2016: 3, 2015: 3, 2014: 2.
Research projects
- Incorporating advanced behavioral models in mixed integer linear optimization
- Sponsor: Swiss National Science Foundation
- Team: Michel Bierlaire (PI), Shadi Sharif Azadeh (PM), Meritxell Pacheco
- Period: April 01, 2016-March 31, 2019
- Discrete choice models are used for detailed representation of the "demand". However, their complexity makes mathematical formulations highly non convex in the explanatory variables. On the other hand, Mixed Integer Linear Programs (MILP) are optimization problems with discrete variables that are used in many applications to design and configure the "supply". In this project, we propose a new modeling framework that allows to include any random utility model in a mixed integer optimization formulation. The heterogeneity of demand is captured within the general choice model framework and the offers are tailored in a way that is beneficial for users as wells as providers. The main objective of the project is to obtain a framework that is both general, so that it can be applied in many applications, and operational, so that it can be used in practice.
- TRANS-FORM: Smart transfers through unravelling urban form and travel flow dynamics
- Sponsor: The Federal Department of the Environment, Transport, Energy and Communications (DETEC)
- Team: Michel Bierlaire (PI), Shadi Sharif Azadeh (PM), Riccardo Scarinci (PM), Yuki Oyama (PM), Nicholas Molyneaux, Nikola Obrenovic
- Period: March 03, 2016-March 03, 2019
- TRANS-FORM, a cooperation between universities, industrial partners, public authorities and private operators, will develop, implement and test a data driven decision making tool that will support smart planning, and proactive and adaptive operations. The objective of the project is to better understand transferring dynamics in multi-modal public transport systems and develop insights, strategies and methods to support decision makers in transforming public transport usage to a seamless travel experience by using smart data. The tool will integrate new concepts and methods of behavioral modelling, passenger flow forecasting and network state predictions into real-time operations. TRANS-FORM is funded under the European Commission Horizon 2020 ERA-NET program.
- myTOSA 2.0 - Enhanced simulation and optimization tool for cost-optimal deployment of TOSA electric buses
- Sponsor: Commission pour la technologie et de l'innovation, Office Fédéral de la formation professionnelle et de la technologie.
- Team: Michel Bierlaire (PI), Riccardo Scarinci (PM), Virginie Lurkin (PM), Shadi Sharif Azadeh, Yousef Maknoon
- Period: September 30, 2015-November 16, 2017
- The TOSA catenary-free electric bus system is the ABB response to the challenge of decreasing the environmental impact of public transportation. The project builds on the previous CTI project - myTOSA - and it aims to introduce new business analytics features and to improve the fidelity of the simulation and (robust) optimization modules used for a cost-optimal deployment of the TOSA charging infrastructure and component sizing.
- Demand-based facility location problem
- Sponsor: EDF
- Team: Michel Bierlaire (PI), Shadi Sharif Azadeh (PM)
- Period: August 01, 2015-December 31, 2015
- The project aims at integrating demand models in a state-of-the-art mathematical model for Location-Routing Problem (LRP) in the context of energy. We are investigating different assumptions about the representation of the demand in the context of facility location and routing problem.
- Air navigation platform: flights planning by using real-time weather data
- Sponsor: Commission pour la technologie et de l'innovation, Office Fédéral de la formation professionnelle et de la technologie.
- Team: Michel Bierlaire (PI), Yousef Maknoon (PM), Shadi Sharif Azadeh (PM)
- Period: March 02, 2014-September 02, 2015
- Flying safer, cheaper, faster are keywords of this new service. This project aims at integrating an automatic route planning system, tightly coupled with the real-time meteorological data, taking into account energy consumption of the mobile device hosting the application. The route will be computed in real time on mobile devices using the information of weather forecast and respecting to the constraints such as airspace/airport restriction and terrain avoidance, etc. The energy efficient implementation of the routing application is crucial, to provide routing information to the pilot during the entire trip. This becomes challenging, as automatic route planning often requires complex algorithms. In this project, we will target at a three-dimensional flight route-planning problem and design an efficient but robust algorithm to solve the problem. The project will last 18 months. It is conducted by TRANSP-OR in collaboration with the Xample Sàrl, ICARE Institut de recherche and Haute Ecole Spécialisée de Suisse Occidentale (HES-SO).
- Modular Logistics Units in Shared Co-modal Networks
- Sponsor: European Commission
- Team: Michel Bierlaire (PI), Shadi Sharif Azadeh (PM), Yousef Maknoon (PM)
- Period: July 01, 2012-June 30, 2015
- The objective is to achieve the first genuine contribution to the development of intercontinental logistics at the European level, in close coordination with North America partners and the international Physical Internet Initiative. The goal of the project is to enable operations with developed iso-modular logistics units of size adequate for real modal and co-modal flows of fast-moving consumer goods, providing a basis for an interconnected logistics system for 2030.
Regular teaching
- Decision-aid methodologies in transportation
- Year: Spring 2016
- Section(s): Civil Engineering
- Lecturers: Matthieu de Lapparent, Shadi Sharif Azadeh
- Teaching assistant: Anna Fernandez Antolin, Tomás Robenek, Yousef Maknoon, Evanthia Kazagli
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2016/index.php
- Enjeux mondiaux : Mobilité A
- Year: Spring 2016
- Section(s): All sections
- Lecturer: Michel Bierlaire
- Teaching assistant: Stefan Binder, Shadi Sharif Azadeh
- Webpage: http://moodle.epfl.ch/course/view.php?id=13982
- Introduction à l'optimisation et à la recherche opérationnelle
- Year: Fall 2015
- Section(s): Civil Engineering, Mechanical Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Shadi Sharif Azadeh, Yousef Maknoon
- Webpage: http://moodle.epfl.ch/course/view.php?id=14491
- 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
- Introduction à l'optimisation
- Year: Fall 2014
- Section(s): Civil Engineering, Environmental Sciences and Engineering, Mechanical Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Shadi Sharif Azadeh
- Webpage: http://transp-or.epfl.ch/courses/opti2014
Miscellaneous lectures
- Demand modeling in revenue management
- Program: New Paradigms in Revenue Management: Methods and Applications, May 25, 2016-May 27, 2016
- School: University of Maryland
- Lecturer: Shadi Sharif Azadeh
Project supervision
Masters theses
- Guillaume Lopez
- Section: Civil Engineering
- Decision making for human resource training and allocation
- Supervision:Yousef Maknoon, Shadi Sharif Azadeh, Michel Bierlaire
- Expert:
- 15/09/2015-01/02/2016
- Ulrich Wehres
- Section: Civil Engineering
- Robust Design of a Single Line Electrical Bus
- Supervision:Shadi Sharif Azadeh, Yousef Maknoon, Michel Bierlaire
- Expert:
- 15/09/2015-01/02/2016
- Guilhem Pujol
- Optimization of arrivals and departure ow management at congested airports
- Supervision:Shadi Sharif Azadeh, Michel Bierlaire, Tomás Robenek
- Expert:
- 15/09/2014-31/03/2015
Semester projects
- Analysis of External Effects on Cyclicity in Passenger Railway Service, Lucia Montero (CSE), June 17, 2016
- Strategic Energy Planning under Uncertainty, Cyprien Say (SGC), June 01, 2016
- Planning tool for the admission of medical graduates into the Otolaryngology training program in the CHUV, Guillaume Lopez, January 15, 2015
- 3D routing approach for air navigation planning for small sized planes, Jamal El Rhazi (SGC), December 19, 2014