generate_data.EAF

This function generates a dataframe which can be easily plotted using the `plot_eaf_data`-function

The data analysis module for the Iterative Optimization Heuristics
Profiler ('IOHprofiler'). This module provides statistical analysis methods for the
benchmark data generated by optimization heuristics, which can be visualized through a
web-based interface. The benchmark data is usually generated by the
experimentation module, called 'IOHexperimenter'. 'IOHanalyzer' also supports
the widely used 'COCO' (Comparing Continuous Optimisers) data format for benchmarking.

Diederick Vermetten

IOHanalyzer

Data Analysis Part of 'IOHprofiler'

Hao Wang

Carola Doerr

Thomas Bäck

generate_data.EAF function

<dl><dt>dsList</dt>
<dd>The DataSetList object</dd>
<dt>n_sets</dt>
<dd>The number of level sets to calculate</dd>
<dt>subsampling</dt>
<dd>Level of subsampling to use for runtime-values (number of runtimes to consider).
Setting to 0 will make the calculations more precise at the cost of potentially much longer exectution times</dd>
<dt>scale_xlog</dt>
<dd>Only has effect when `subsampling` is True. The scaling of the subsampled runtimes
When true, these are equally spaced in log-space, when false they are linearly spaced.</dd>
<dt>xmin</dt>
<dd>Minimum runtime value</dd>
<dt>xmax</dt>
<dd>Maximum runtime value</dd></dl>

Arguments

Generate dataframe consisting of the levelsets of the EAF — generate_data.EAF

<dl>

<dt>dsList</dt>
<dd>The DataSetList object</dd>


<dt>n_sets</dt>
<dd>The number of level sets to calculate</dd>


<dt>subsampling</dt>
<dd>Level of subsampling to use for runtime-values (number of runtimes to consider).
Setting to 0 will make the calculations more precise at the cost of potentially much longer exectution times</dd>


<dt>scale_xlog</dt>
<dd>Only has effect when `subsampling` is True. The scaling of the subsampled runtimes
When true, these are equally spaced in log-space, when false they are linearly spaced.</dd>


<dt>xmin</dt>
<dd>Minimum runtime value</dd>


<dt>xmax</dt>
<dd>Maximum runtime value</dd>

</dl>

generate_data.EAF: Generate dataframe consisting of the levelsets of the EAF

Description

Usage

Arguments

Examples