Diferansiyel Kalkulus’un muciti Leibniz i sayisini, olmak ile olmamak arasinda, diye tarif etmis. Her iterasyonda asagidaki basit eslesme uygulanir \[
z = z^2 + c
\] Burada hem z hem c birer karmasik sayidir. iki boyutlu duzlemdeki her z noktasinin karesi alinir, sonra c eklenir.Daha sonra elde edilen yeni z’lerin tekrar karesi alinip c eklenir, bu boyle surer gider.. Bu tekrarli islemin sonunda bazi noktalar, sonsuza gider bazilari ise sonlu buyuklukte kalir.
###########################################################
# Tekrar eden esleme: z = z^2 + c
tekrarla <-function(z, c = c(-0.7,-0.2), tekrarSayisi = 60){
n = 0; buyukluk = 0
xt= z[1]; yt= z[2] # tekrar eden x ve y
while(n<tekrarSayisi & buyukluk<1000)
{
yeni.x=xt^2-yt^2+c[1]
yeni.y=2*xt*yt+c[2]
buyukluk=yeni.x^2+yeni.y^2
xt=yeni.x;yt=yeni.y
n=n+1
}
sonsuz = T; if (buyukluk<1000) sonsuz = F
return(sonsuz)
}
###########################################################
Fraktaller - Julia Kumesi
Asagida sonlu buyuklukte kalanlari, siyah renkle boyadik. Bakin ne ortaya cikti.. Mandelbrot Fraktaller icin, bulutlarin dili derken, sizce de hakli miydi?
xLim=c(-2,2); yLim=c(-2,2)
adim = 0.01
z.x=seq(xLim[1],xLim[2],by=adim)
z.y=seq(yLim[1],yLim[2],by=adim)
plot(0,0,xlim=xLim,ylim=yLim,col="white", main = "Fraktaller - Bulutlarin Geometrisi")
for(x in z.x){
for(y in z.y){
sonsuz = tekrarla(z = c(x,y), c = c(-0.7,-0.15), tekrarSayisi = 60)
if( sonsuz == F) points(x,y,col ="black", pch = 20, cex = 1)
}
}
![](data:image/png;base64,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)
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