Models and Algorithms for Transit Centric Urban Mobility

EAISI lecture by visiting Professor Samitha Samaranayake

Date
Monday May 13, 2024 from 3:30 PM to 4:30 PM
Location
Neuron 0.262
Price
free

Helping Better Buses make Better Cities

Samitha Samaranayake, Associate Professor in the School of Civil and Environmental Engineering at Cornell University in New York, is a guest of Mauro Salazar, Assistant Professor at Control Systems Technology group of the department of Mechanical Engineering.

Title  |  Models and Algorithms for Transit Centric Urban Mobility  

Affordable, equitable and efficient access to personal mobility is a fundamental societal need---with broad implications for personal well-being, economic mobility, education, and public health. While shared mobility, autonomy and electrification seem to be getting most of the attention in the research community and industry (at least in the US), it is hard to envision a transportation system that is sustainable, equitable and scalable without a significant mass-transit component. This raises many interesting questions on when and how these new technologies can be integrated with mass transit to improve personal mobility and related societal goals (e.g., sustainability and equity). This talk will focus on some algorithmic and practical questions related to designing and operating such integrated multi-modal transit systems. We will discuss the problem setting at a high-level and talk about some specific challenges/solutions for ride-pooling (a.k.a. microtransit, dial-ride) and bus line-planning in the multi-modal setting (including line generation). We will also have some discussion on equity considerations if time permits.

 

Samitha Samaranayake

Samitha Samaranayake is an Associate Professor in the School of Civil and Environmental Engineering at Cornell University with graduate faculty affiliations in Operations Research and Information Engineering, the Center for Applied Mathematics and Systems Engineering.

His primary research interest is in the modeling, analysis and control of transportation systems with a focus on societal considerations such as sustainability and equity, and developing computationally efficient solutions that enable practical applications. Samitha is a US Fulbright Scholar in and a member of the Transportation Research Board (TRB) Network Modeling Committee of the National Academy of Sciences.

Prior to joining Cornell he was a Postdoctoral Associate in the Laboratory for Information and Decision Systems at MIT and completed his Ph.D. in Systems Engineering at the University of California, Berkeley. He has worked in the server technologies group at Oracle, the design for test group at Synopsys, the route planning/transit team at Google and the French National Institute for Research in Computer Science and Control (INRIA). Samitha received his Bachelors and M.Eng. in Computer Science from MIT and an M.Sc. in Management Science and Engineering from Stanford University.

Organizer

Eindhoven Artificial Intelligence Systems Institute

EAISI brings together all AI activities of the TU/e. Top researchers from various departments and research groups work together to create new and exciting AI applications with a direct impact on the real world. All this in close collaboration with our students and representatives from industry.