Monash University
Browse

A new formulation and heuristics for some vehicle scheduling problems on a time-space network

Download (9.96 MB)
thesis
posted on 2019-06-30, 22:50 authored by Sarang Kulkarni
The thesis proposes novel solution approaches to solve the vehicle scheduling problem (VSP) in transportation related businesses. The problem requires assigning a specified set of tasks to available vehicles in order to minimize the operational cost. The large-sized instances of the VSP are difficult to solve in given time. In the thesis, the VSPs in the recreational vehicle rental business and in public transit operations have been successfully solved. The approaches have been validated using real-life as well as difficult-to-solve theoretically constructed data. The proposed approaches outperform existing solution methods in terms of the solution time and the solution quality.

History

Campus location

India

Principal supervisor

Andreas Ernst

Additional supervisor 1

Mohan Krishnamoorthy

Additional supervisor 2

Rahul Patil

Additional supervisor 3

Abhiram Ranade

Year of Award

2019

Department, School or Centre

Mathematics

Additional Institution or Organisation

Indian Institute of Technology Bombay, India (IITB)

Course

Doctor of Philosophy

Degree Type

DOCTORATE

Faculty

Faculty of Science

Usage metrics

    Faculty of Science Theses

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC