Fitness-proportionate selection needs a low mutation rate or exponential fitness scaling to optimize linear functions in polynomial time; with standard mutation it is exponentially slow.
In: Proc of PPSN’16
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Runtime Analysis of Fitness-Proportionate Selection on Linear Functions
Fitness-proportionate selection needs a low mutation rate or exponential fitness scaling to optimize linear functions in polynomial time; with standard mutation it is exponentially slow.