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JOURNAL

Long-form notes on the work

Thesis write-ups, post-mortems, and occasional rants about optimisation, full-stack pipelines, and what it actually takes to ship.

July 15, 20259 min read
Shrinking a 10^90 search space: NSGA-II for factory layout with a SimPy twin
Notes from my BSc thesis. What happens when the naive encoding makes the problem impossible, why I pivoted from DEAP to pymoo, and how a two-tier evaluator turned an 800-run budget into 160.
NSGA-IIGenetic AlgorithmsDiscrete Event Simulationpymoo
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