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.
The IOHanalyzer consists of 3 main functionalities:
Reading and alligning data from different heuristics, such as IOHExperimenter.
This is done using the
Processing and summarizing this data
Creating various plots
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