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In order to analyze the results, it is interesting to have a comparison point. That is why we define a theoretical convergence curve.
What means "theoretical" here ? This is the convergence time in the particular case when the best particle is always the same. It does not mean it is the best possible convergence time (the smallest one). As we will see, for a given function and a given j