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Add Simulated Annealing #618

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BradyPlanden opened this issue Jan 13, 2025 · 0 comments · Fixed by #619
Closed

Add Simulated Annealing #618

BradyPlanden opened this issue Jan 13, 2025 · 0 comments · Fixed by #619
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enhancement New feature or request

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Feature description

Add a Simulated Annealing method within the Pints' optimiser interface

Motivation

Simulated Annealing is competitive for large search spaces where a global optimal is preferred to a well performing local optimal. Potential problems that could benefit from this method include identification tasks with a large parameter space; however, I suspect the number of forward model evaluations will be higher than our other global optimisation methods.

Possible implementation

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@BradyPlanden BradyPlanden added the enhancement New feature or request label Jan 13, 2025
@BradyPlanden BradyPlanden self-assigned this Jan 13, 2025
@BradyPlanden BradyPlanden moved this to Todo in v25.3 Jan 16, 2025
@BradyPlanden BradyPlanden moved this from Todo to In Progress in v25.3 Jan 16, 2025
@github-project-automation github-project-automation bot moved this from In Progress to Done in v25.3 Jan 27, 2025
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Labels
enhancement New feature or request
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