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Add cuckoo optimiser #307

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BradyPlanden opened this issue Apr 25, 2024 · 0 comments · Fixed by #319
Closed

Add cuckoo optimiser #307

BradyPlanden opened this issue Apr 25, 2024 · 0 comments · Fixed by #319
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enhancement New feature or request

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Feature description

Cuckoo search is a gradient-free optimisation method capable of global optimisation guarentees [1]. Various implementations have shown improvements over CMA-ES and PSO [2]. This issue is create a PyBOP implementation of CSA.

[1] https://www.sciencedirect.com/science/article/pii/S096007791100107X
[2] https://www.sciencedirect.com/science/article/pii/S0957417422007679

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@BradyPlanden BradyPlanden added the enhancement New feature or request label Apr 25, 2024
@BradyPlanden BradyPlanden self-assigned this May 9, 2024
@BradyPlanden BradyPlanden linked a pull request May 9, 2024 that will close this issue
Adds cuckoo optimiser #319
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@BradyPlanden BradyPlanden mentioned this issue May 9, 2024
Merged
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enhancement New feature or request
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v24.6
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Adds cuckoo optimiser pybop-team/PyBOP
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@BradyPlanden