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Implement parallel computation of fitness #5

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gnypit opened this issue Oct 7, 2024 · 0 comments
Open

Implement parallel computation of fitness #5

gnypit opened this issue Oct 7, 2024 · 0 comments
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@gnypit
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gnypit commented Oct 7, 2024

Parallel Fitness Computation in the Genetic Algorithm

Designated as the go-to optimisation algorithm for QKD protocols, GA can take up a lot of time to run. Due to a CPU-bound nature of fitness calculations in the case of QKD protocols' simulation and optimisation, it is most suitable to make computation parallel right at this stage of the GA. In order to do that, a new class should be defined, which creats processes for chromosomes' evaluation, taking into account possible slave-master (and other) structures of a 'parallel' genetic algorithm.

@gnypit gnypit self-assigned this Oct 7, 2024
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