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0111 · Jul 201919922001200920172026
1 result for “OneMax”
On the Robustness of Median Sampling in Noisy Evolutionary Optimizationcs.NE

Median sampling reduces the runtime of noisy evolutionary optimization problems.

problem Reduction of noise's negative effect in evolutionary optimization.
method Introducing median sampling into evolutionary algorithms and analyzing its performance.
result Median sampling reduces the expected runtime exponentially under onebit noise.
median samplingevolutionary optimizationnoisy fitnessOneMaxruntime reduction
2019-07-28abs ↗pdf ↗