Mark Hickman Professor in Civil Engineering, University of - - PowerPoint PPT Presentation

Mark Hickman

Professor in Civil Engineering, University of Queensland Brisbane, Australia

Brisbane

Research Topics

• Analytics for service / operations planning / control

– Passenger smart card data – Vehicle location and trajectory data – Service reliability / resilience measures

• Passenger information systems

– Real-time information – Multi-modal itinerary planning

• Public transport assignment

– Modelling of path choice at a disaggregate level (agent-based) – Dynamics of transit use (within-day, day-to-day) – Route design, frequency setting, and timetabling

Algorithmic Approaches

• Data analytics

– Data clustering – Machine learning for time-space trajectories

• Passenger information

– Short-term forecasting methods – Shortest / k-shortest / multi-criteria / multi-objective paths

• Assignment

– Hyperpath algorithms – Fixed-point / equilibrium methods – Route generation methods with timetabling

Plan to come to the Conference on Advanced Systems in Public Transport

CASPT 2018 in Brisbane!