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.
European Journal of Operational Research 94(2), 394–404 (1996)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.NE 1years
2019 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.