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Hurdles relative to champion fitness #371

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jakobj opened this issue Jun 29, 2022 · 0 comments
Open

Hurdles relative to champion fitness #371

jakobj opened this issue Jun 29, 2022 · 0 comments
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enhancement New feature or request
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@jakobj
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jakobj commented Jun 29, 2022

Currently, it's only possible to define hurdles like "only the best 50% of the population passes". However, it may also be useful to be able to define hurdles like "only individuals with at least 50% of the fitness of the best individual pass".

As an example, let's consider the following fitness values for the first of two objectives across a population of four individuals: [3, 1, 1, 0]. Using the former hurdle, the first two individuals would be evaluated on the second hurdle (best 50%). Using the latter hurdle, only the first individual would be evaluated on the second hurdle (fitness must be > 1.5, 50% of the best).

The hurdle code should be adapted to support this use case.

@jakobj jakobj added the enhancement New feature or request label Jun 29, 2022
@jakobj jakobj added this to the 0.5.0 milestone Jun 29, 2022
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