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adds image ref and better caption
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fred committed Jan 23, 2024
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Expand Up @@ -36,12 +36,12 @@ Modelling how a population of people will behave in some future scenario is an i
In the transport domain, this might be predicting how many people will buy an electric vehicle so that future energy demand can be planned, or predicting how many people will use a new train station so that a new rail line can be funded.

Activity modelling is a growing paradigm used for these models, in which individuals are explicitly represented and their movements are based on predicting sequences of activities connected by trips [@TRB-primer].
Each activity is geolocated and has a type or purpose, such as "work".
Each activity is geolocated and has a type or purpose, such as "work". Figure \ref{fig:Example activity sequences} shows illustrative activity sequence outputs from an activitiy model.
This is a key shift from more simplified approaches and can be used to potentially create more useful and more accurate predictions [@Rasouli].

Activity modelling is also a key component of agent-based modelling approaches such as MATSim [@MATSim:2016].

![Example activity sequences.\label{fig:Example activity sequences}](../example-activity-plans.png)
![Example activity sequences for persons A, B and C. Connected coloured blocks represent activities that take place at specific locations. Note, for example, that persons A and B share the same workplace. Connecting lines represent travel between these locations.\label{fig:Example activity sequences}](../example-activity-plans.png)

# Existing tooling review

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