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Idea: Preventing getting stuck with variable number of mutations #84

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perib opened this issue Sep 28, 2023 · 0 comments
Open

Idea: Preventing getting stuck with variable number of mutations #84

perib opened this issue Sep 28, 2023 · 0 comments
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enhancement New feature or request question Further information is requested

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@perib
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perib commented Sep 28, 2023

TPOT2 can often get stuck without learning for long periods before finding a "breakthrough." One idea to potentially try to break out of this sooner could be to increase the number of mutations applied every generation in which there is no improvement in either the best score or the Pareto front.

@jay-m-dev jay-m-dev added enhancement New feature or request question Further information is requested labels Sep 29, 2023
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