The thesis deals with the creation of test suites for testing and evaluating
algorithms in the ALGator system. The goal is to develop appropriate metrics to evaluate the performance of algorithms in different scenarios, perform
comparative analysis, and examine the impact of parameters and input data
on performance. Optimization guidelines are also presented
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