Optional Activity count

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OptA(g)\mathit{OptA}(g)
Dimension:
Flexibility
Granularity:
Group of cases

Description

Number of optional activities that are instantiated in a group of cases. \newline An activity is considered optional if there is at least one case in the event log where it does not occur.

Potential use

Process with multiple activities that are not instantiated in every case.

Assumptions

A greater number of optional activities is desired, as it implies a greater capability to address unexpected situations.

Desired Value:

MAXIMIZE

Required attributes

act
case

Equations

Formula for practitioners

aact(g){1if aopt(C)0otherwise\displaystyle \sum_{a \in \mathit{act}(g)} \begin{cases} 1 & \text{if } a \in \mathit{opt}(C) \\ 0 & \text{otherwise} \end{cases}

act(c)\mathit{act}(c) returns the set of activities that occurred in case cc.
opt(C)\mathit{opt}(C) returns the set of optional activities in the event log CC.

Formal Definition

{aact(c)cgcC[aact(c)]}|\{a \in \mathit{act}(c) \mid c \in g \land \exists c' \in C[a \notin \mathit{act}(c')]\}|

Tags

act
case

Python implementation

This indicator is implemented in the process_performance_indicators Python library.

process_performance_indicators.indicators.flexibility.groups.optional_activity_count