Jane Hillston - Moment Analysis, Model Reduction and London Bike Sharing
Alan Turing Institute via YouTube
Overview
Syllabus
Intro
Bike-sharing Systems (BSS)
User Journey Planning
Markov Queueing Model cont.
Time-inhomogeneous PCTMC
Moment approximation for PCTMCS
Moment Equations for PCTMCS
Model BSS as PCTMC
The Naive PCTMC model for BSS
Directed Contribution Graph
Indirect contribution coefficient
Derive significant stations set
Specify the initial state of the reduced PCTMC
Experiments
Evaluation
Conclusion and future work
Taught by
Alan Turing Institute