Socho ek jar mein 50 red aur 50 blue marbles hain (allele frequencies p=q=0.5). Agla generation banane ke liye tum sirf 4 marbles scoop karte ho aur unhe copy karke refill karte ho. Tum 3 red, 1 blue scoop kar sakte ho — ab p=0.75. Repeat karo, aur jald hi all-red ya all-blue ho jata hai. Finite populations mein fixation ka yeh drift anavoidable hai.
Hum agali generation ka allele count model karte hain 2N gene copies pick karke (N diploid individuals ke liye) ek parent pool se jismein allele-A ki frequency p hai.
Step 1 — sampling set up karo.
Offspring mein A copies ki sankhya =X∼Binomial(2N,p).
Yeh step kyun?2N gene copies mein se har ek allele A ka independent "success/failure" draw hai probability p ke saath — yahi binomial ki textbook definition hai.
Step 2 — nayi frequency ka mean.E[p′]=2NE[X]=2N2Np=pYeh step kyun? Binomial ke liye E[X]=2Np. Toh drift ki koi direction nahi — average pe frequency unchanged rehti hai. Drift ek variance effect hai, mean effect nahi.
Step 3 — nayi frequency ka variance.
Binomial variance Var(X)=2Np(1−p)=2Npq. Ek random variable ko constant 2N se divide karne par uska variance (2N)2 se divide ho jata hai:
Var(p′)=(2N)22Npq=2Npq
Step 4 — fixation ki probability.
Kyunki E[p′]=p har generation (ek martingale), kisi allele ke eventually fix hone ki long-run probability uski current frequency ke barabar hoti hai:
P(fixation of A)=pYeh step kyun? Expected final frequency starting frequency p ke barabar honi chahiye; lekin sirf possible final values 0 aur 1 hain, isliye 1⋅Pfix+0⋅(1−Pfix)=p⇒Pfix=p.
Step 5 — heterozygosity ka loss.
Heterozygosity H (genetic variation) har generation decay karta hai:
Ht=H0(1−2N1)tYeh step kyun? Har generation mein do random gene copies mein 2N1 chance hota hai identical-by-descent hone ka (same parent copy), isliye variation ka 2N1 fraction har generation lost ho jata hai. Chhota N ⇒ fast loss.
Var(p′) kya hai aur chhota N ise kyun badhata hai?
Bottleneck aur founder effect mein kya fark hai?
Population size recover karna lost diversity restore kyun nahi kar sakta?
Frequency p par ek neutral allele ki fixation probability kya hai?
Recall Feynman: ek 12-saal ke bacche ko explain karo
Ek bag imagine karo 50 red aur 50 blue candies ke saath — yeh tumhara poora genes ka village hai. Agla village banane ke liye, tum sirf ek bahut chhoti handful lete ho aur copy karte ho. Agar zyadata red milte hain, naya village mostly red hoga — isliye nahi ki red better hai, sirf luck! Agar bahut super tiny handful lo, toh sab red mil sakta hai aur blue hamesha ke liye khho sakta hai. Bottleneck tab hota hai jab koi disaster almost sabko maar deta hai, ek tiny random handful chhodke. Founder effect tab hota hai jab kuch candies wander off ho jaayen aur kahin aur ek naya bag start karen. Chhoti handfuls = bade luck swings.