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Local search randomly over a set of values #373

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HenrikMettler opened this issue Nov 21, 2022 · 0 comments · May be fixed by #374
Open

Local search randomly over a set of values #373

HenrikMettler opened this issue Nov 21, 2022 · 0 comments · May be fixed by #374
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enhancement New feature or request
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@HenrikMettler
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Currently our library offers two ways of searching values for parameterised nodes: Evolution Strategies and Gradient based. Both search values "locally" around the current values. In some use cases one might not want to search locally, but, e.g. over values of different magnitude. One possible way to do this is by randomly sampling possible values for each parameter and updating parameters when fitness increases. Such a search should be added to the local search implementations.

@HenrikMettler HenrikMettler added the enhancement New feature or request label Nov 21, 2022
@HenrikMettler HenrikMettler self-assigned this Nov 21, 2022
@jakobj jakobj added this to the 0.4.0 milestone Dec 6, 2022
@jakobj jakobj linked a pull request Dec 6, 2022 that will close this issue
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