Find Local Extrema

Find local maxima and minima in the Live Editor

Description

The Find Local Extrema task lets you interactively find local maxima and local minima in data. The task automatically generates MATLAB^® code for your live script.

Using this task, you can:

• Find local maxima, minima, or both in data from a workspace variable.

• Adjust parameters to locate fewer or more extrema.

• Visualize the detected extrema.

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Open the Task

To add the Find Local Extrema task to a live script in the MATLAB Live Editor:

• On the Live Editor tab, click Task and select the Find Local Extrema icon .

• In a code block in the live script, type a relevant keyword, such as extrema or find. Select Find Local Extrema from the suggested command completions.

Examples

• Add Interactive Tasks to a Live Script
• Clean Messy Data and Locate Extrema Using Live Editor Tasks

Parameters

Input data — Valid input data from workspace

vector | table | timetable

This task operates on input data contained in a vector, table, or timetable. The data can be of type single, double, logical, or signed or unsigned integer types such as int64.

When providing a table or timetable for the input data, select All supported variables to operate on all variables with a supported type. Select All numeric variables to operate on all variables of type single or double, or signed or unsigned integer types. To choose specific supported variables to operate on, select Specified variables and then select the variables individually.

Flat selection — Flat region indicator

Center (default) | First | Last | All

Specify a flat region indicator when you have local consecutive extrema values.

Method	Description
Center	Indicates only the center element of a flat region as the local extrema
First	Indicates only the first element of a flat region as the local extrema
Last	Indicates only the last element of a flat region as the local extrema
All	Indicates all the elements of a flat region as the local extrema

Min prominence — Minimum prominence of extrema

0 (default) | positive scalar

Specify a minimum prominence to return only local extrema whose prominence is at least that value. Higher prominence values return fewer detected extrema.

The prominence of a local maximum (or peak) is a measure of how the peak stands out with respect to its height and location relative to other peaks. The prominence of a local minimum (or valley) is a measure of how the valley stands out with respect to its depth and location relative to other valleys.

Prominence window — Window for computing prominence

Centered (default) | Asymmetric

Specify a prominence window type and size to define a window of neighboring points for which to compute the prominence for each local extrema.

Window	Description
Centered	Specified window length centered about the current point
Asymmetric	Specified window containing the number of elements before the current point and the number of elements after the current point

Window sizes are relative to the X-axis variable units.

Version History

Introduced in R2019b

R2022b: Plot multiple table variables

Simultaneously plot multiple table variables in the display of this Live Editor task. For table or timetable data, to visualize all selected table variables at once in a tiled chart layout, set the Variable to display field.

R2022b: Specify tabular output

Output a table or timetable with logical variables corresponding to the table variables checked for local extrema, or append the logical variables to the input table. For table or timetable input data, to specify the tabular format, set the Output format field.

R2022a: Live Editor task does not run automatically if inputs have more than 1 million elements

This Live Editor task does not run automatically if the inputs have more than 1 million elements. In previous releases, the task always ran automatically for inputs of any size. If the inputs have a large number of elements, then the code generated by this task can take a noticeable amount of time to run (more than a few seconds).

When a task does not run automatically, the Autorun icon is disabled.

• To run a task manually, on the Live Editor tab, click the Run Section button.

• To enable running the section automatically, click the Autorun icon. The icon updates to display the enabled state.

R2021a: Operate on multiple table variables

This Live Editor task can operate on multiple table variables at the same time. For table or timetable input data, to operate on multiple variables, select All supported variables or Specified variables. Return all of the variables or only the modified variables, and specify which variable to visualize.