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Multi-agent routing and scheduling for railway track inspection

thesis
posted on 2024-03-06, 07:37 authored by Somnath Buriuly
<p dir="ltr">This thesis explores innovative solutions for complex railway routing and scheduling challenges. Inspired by the problem of inspecting railway tracks using multiple instrumented wagons, the research identifies a few real-world routing and scheduling problems, formulates them in optimization frameworks, and develops novel variants of the state-of-the-art algorithms to solve them. This research yields optimal or near-optimal solutions for the optimization problems, ensuring efficient resource utilization and on-time operations. These findings have practical implications for enhancing railway transportation efficiency and resilience.</p>

History

Campus location

Australia

Principal supervisor

Sunita Chauhan

Additional supervisor 1

Leena Vachhani

Additional supervisor 2

Sivapragasam Ravitharan

Additional supervisor 3

Arpita Sinha

Year of Award

2024

Department, School or Centre

Mechanical and Aerospace Engineering

Additional Institution or Organisation

Indian Institute of Technology Bombay, India (IITB)

Course

Doctor of Philosophy (IITB-Monash)

Degree Type

DOCTORATE

Faculty

Faculty of Engineering