Evaluate Fitness

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Evaluate Fitness#

Fitness evaluators take a list of Measurement objects (already filled with raw hardware data) and assign Fitness values to every Individual in a Population. Different evaluation strategies interpret the same raw data in different ways.

The EvaluatePopulationFitness protocol defines the interface: __call__(population, measurements) -> None, editing the Population’s fitness values in place.

Implementations#

  • EvaluateFitness.py — Generic wrapper that delegates to a per-measurement fitness function.

  • EvalPulseCountFitness.py — Computes fitness from the number of oscillation pulses measured on the FPGA output.

  • EvalVarMaxFitness.py — Computes fitness from the variance and maximum amplitude of a captured waveform.

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