seniorGenetic Algorithms
How do Genetic Algorithms scale with large populations?
Updated May 16, 2026
Short answer
Scaling GA requires parallelism, efficient evaluation, and diversity control.
Deep explanation
Large populations improve exploration but increase computational cost. Techniques like distributed GA, GPU acceleration, and fitness approximation help scalability.
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