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1 Create Way
Singapore, 138602
Singapore

Research project within TUM CREATE. Focussing on modelling and optimisation of architecture and infrastructure, urban systems simulation like traffic and power are the main research interests. Apart from that, a cognitive systems group deal with human computer interaction. 

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Artificial Intelligence for the Smart Dispatch of Vehicles

Taking the Mass out of Mass Rapid Transport

BACKGROUND

Artificial intelligence, big data and the availability of location-aware mobile devices will allow future transportation systems to adapt in real-time to the current demand. We are developing user-centric mobility services tailored to the need of individual people. These services employ smart vehicles which adapt their routes and schedules dynamically depending on where people currently are and where they want to go. By commercializing such concept, we are aiming to provide a seamless door-to-door travel experience to people in Singapore and beyond.

OBJECTIVE & TASKS

You will be part of a small research team addressing different aspects of this topic. Your work will be concerned with the development/adaptation of algorithms for the intelligent dispatch of vehicles. For this purpose, the following tasks should be accomplished:

  • Development of a routing/matchmaking algorithm to guide vehicles based on real-time information
  • Development/adaptation of an algorithm for fair fare splitting among travelers sharing a vehicle
  • Implementation and testing of the algorithms in an existing high-performance traffic simulation
  • Simulation study demonstrating the potential for traffic system performance increase through demand-responsive transportation services at the example of Singapore

This work will take place in close collaboration with another work package dealing with the development of a valid business model. This will allow you to also contribute to the strategic aspects of the project.

WHAT WE EXPECT FROM YOU 

  • Good programming skills in any object-oriented language
  • Knowledge in linear and/or non-linear optimization
  • Team spirit and innovative thinking
  • Fluency in English

WHAT WE OFFER YOU

  • Financial support
  • Opportunity to work on a project with real-life relevance and commercialization perspective
  • An international and multidisciplinary working environment
  • A great experience in one of the most dynamic megacities in Asia

Availability: Approx. August 2015
ContactDominik Pelzer (dominik.pelzer [at] tum-create.edu.sg)
PDF DownloadArtificial Intelligence for the Smart Dispatch of Vehicles