Review Note
Last Update: 02/22/2025 05:23 PM
Current Deck: Semester 7.::BAI::09 Evolutionary Computing
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What problems arise with fitness proportional selection?
- {{c1:: Early convergence: individuals with higher fitness are selected more frequently, which is why their genetic information dominates -> leads to convergence }}
- {{c1:: Almost equal fitness values: with equal fitness values there are hardly any differences in the probabilities -> low selection pressure }}
- {{c1:: Change in selection probabilities with changed fitness values: if a constant is added to the fitness value, the difference is no longer relative to each other }}
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