How about smoothing the percentages, and then take the second derrivative to find the inflection point? which.max(diff(diff((lowess(percentages)$y)))) Bart -- View this message in context: http://r.789695.n4.nabble.com/Optimization-problem-tp2258654p2258828.html Sent from the R help mailing list archive at Nabble.com.