4.1.12Calculus I — Limits & Derivatives

Power rule — proof for integer, rational exponents

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WHAT we are proving


Stage 1 — Positive integer nn (binomial proof)

HOW — derive from scratch: f(x)=limh0(x+h)nxnh.f'(x)=\lim_{h\to0}\frac{(x+h)^n - x^n}{h}. Expand the numerator: (x+h)nxn=xn+nxn1h+(n2)xn2h2++hnxn.(x+h)^n - x^n = \cancel{x^n} + nx^{n-1}h + \binom{n}{2}x^{n-2}h^2+\cdots+h^n - \cancel{x^n}. Divide by hh: (x+h)nxnh=nxn1+(n2)xn2h++hn1every term has h.\frac{(x+h)^n-x^n}{h}= nx^{n-1} + \underbrace{\binom{n}{2}x^{n-2}h+\cdots+h^{n-1}}_{\text{every term has } h}. Take h0h\to0: each term in the brace contains hh, so it dies. f(x)=nxn1.\boxed{f'(x)=nx^{n-1}.}


Stage 2 — Exponent n=0n = 0


Stage 3 — Negative integer n=mn=-m, m>0m>0 (quotient/limit proof)

HOW — from first principles: f(x)=xm=1xm,f(x)=limh01h(1(x+h)m1xm).f(x)=x^{-m}=\frac1{x^m},\qquad f'(x)=\lim_{h\to0}\frac1h\left(\frac{1}{(x+h)^m}-\frac{1}{x^m}\right). Common denominator: =limh0xm(x+h)mh(x+h)mxm.=\lim_{h\to0}\frac{x^m-(x+h)^m}{h\,(x+h)^m x^m}. Why this step? Combining fractions exposes xm(x+h)mx^m-(x+h)^m, which we already know how to handle. Use Stage 1: (x+h)mxmhmxm1\dfrac{(x+h)^m-x^m}{h}\to mx^{m-1}, so xm(x+h)mhmxm1\dfrac{x^m-(x+h)^m}{h}\to -mx^{m-1}. The denominator factor (x+h)mxmx2m(x+h)^m x^m \to x^{2m}. Hence f(x)=mxm1x2m=mxm12m=mxm1.f'(x)=\frac{-mx^{m-1}}{x^{2m}}=-m\,x^{m-1-2m}=-m\,x^{-m-1}. With n=mn=-m:   f(x)=nxn1.\;f'(x)=n\,x^{n-1}.


Stage 4 — Rational exponent n=p/qn=p/q (implicit differentiation)

HOW — derive: Let y=xp/q    yq=xpy = x^{p/q}\;\Rightarrow\; y^q = x^p (both integer exponents). Differentiate both sides w.r.t. xx (use chain rule on the left — itself a consequence of Stage 1): qyq1dydx=pxp1.q\,y^{q-1}\frac{dy}{dx} = p\,x^{p-1}. Why this step? Left side: ddxyq=qyq1dydx\frac{d}{dx}y^q = qy^{q-1}\frac{dy}{dx}. Solve: dydx=pqxp1yq1.\frac{dy}{dx}=\frac{p}{q}\cdot\frac{x^{p-1}}{y^{q-1}}. Substitute y=xp/qy=x^{p/q}, so yq1=xp(q1)/q=xpp/qy^{q-1}=x^{p(q-1)/q}=x^{p - p/q}: dydx=pqxp1(pp/q)=pqxp/q1.\frac{dy}{dx}=\frac{p}{q}\,x^{p-1-(p-p/q)}=\frac{p}{q}\,x^{p/q-1}. With n=p/qn=p/q:   dydx=nxn1.\;\boxed{\dfrac{dy}{dx}=n\,x^{n-1}.}

Figure — Power rule — proof for integer, rational exponents


Active recall

Statement of the power rule?
ddxxn=nxn1\frac{d}{dx}x^n = n\,x^{n-1}.
Which theorem powers the positive-integer proof?
The binomial theorem expanding (x+h)n(x+h)^n.
After expanding (x+h)nxn(x+h)^n - x^n and dividing by hh, which single term survives as h0h\to0?
The nxn1nx^{n-1} term (all others still contain a factor of hh).
Why can't the binomial proof handle n=1/2n=1/2 or n=3n=-3?
Those exponents give an infinite series, not a finite cancellable expansion.
Trick to prove the rule for negative integers?
Write xm=1/xmx^{-m}=1/x^m, take a common denominator, reuse the positive-integer result.
Trick to prove the rule for rational p/qp/q?
Set y=xp/qy=x^{p/q}, raise to power qq to get yq=xpy^q=x^p, then implicitly differentiate.
Differentiating yqy^q w.r.t. xx gives?
qyq1dydxq\,y^{q-1}\,\frac{dy}{dx} (chain rule).
ddxx\frac{d}{dx}\sqrt{x}?
12x\frac{1}{2\sqrt{x}}.
Is ddx2x=x2x1\frac{d}{dx}2^x = x\,2^{x-1}?
No — that's the wrong rule; ddx2x=2xln2\frac{d}{dx}2^x=2^x\ln 2.
ddxx2\frac{d}{dx}x^{-2}?
2x3-2x^{-3}.

Recall Feynman: explain to a 12-year-old

Imagine a tower made of blocks where each level is xx times wider, nn levels high — that's xnx^n. If you make xx a tiny bit bigger, how fast does the tower grow? The answer is: you get nn copies of one-level-shorter towers (xn1x^{n-1}) added on, because each of the nn levels "feels" the stretch. That's why you slide the nn to the front and drop the height by one. For roots (like x\sqrt x) we play a flip-game: square it to undo the root, use the easy rule, then flip back.

Connections

Concept Map

feeds every stage

expands x+h ^n

leading term survives

reused for x^m

x^0 = 1 constant

first principles

common denominator

first principles

generalizes

used in

Limit definition of derivative

Binomial theorem

Stage 1: positive integer n

Stage 2: n = 0

Stage 3: negative integer n = -m

Stage 4: rational n

Power rule: d/dx x^n = n x^n-1

Almost every derivative

Hinglish (regional understanding)

Intuition Hinglish mein samjho

Power rule ka matlab simple hai: ddxxn=nxn1\frac{d}{dx}x^n = n x^{n-1} — exponent ko neeche le aao (multiply karo) aur exponent mein se 1 ghata do. Lekin ratta maarne ki zaroorat nahi, kyunki ise hum derivative ki definition se derive kar sakte hain. Positive integer ke liye hum (x+h)n(x+h)^n ko binomial theorem se kholte hain. Jab xnx^n cancel ho jaata hai aur hh se divide karte hain, sirf ek hi term bina hh ke bachta hai — wahi nxn1nx^{n-1} hai. Baaki sab terms mein hh hota hai, jo h0h\to0 pe gayab ho jaata hai.

Negative integer (jaise x2x^{-2}) ke liye binomial seedha kaam nahi karta, isliye usse 1/xm1/x^m likh kar common denominator lete hain, aur positive integer wala result reuse karte hain. Rational exponent (jaise x=x1/2\sqrt{x}=x^{1/2}) ke liye ek mast trick hai: y=xp/qy=x^{p/q} likho, dono taraf qq power lagao to fraction khatam — yq=xpy^q=x^p. Ab dono integer powers hain, to implicit differentiation (chain rule ke saath) lagao aur answer nikal aata hai pqxp/q1\frac{p}{q}x^{p/q-1}.

Sabse common galti: socho ki binomial proof har nn ke liye chalta hai — nahi! Sirf non-negative integer ke liye finite expansion milta hai. Doosri galti: 2x2^x ko power rule se differentiate karna — galat, kyunki yahan base constant aur exponent variable hai (uska rule 2xln22^x\ln 2 hai). Yeh rule itna important hai kyunki har dusra derivative isi pe khada hai — ek baar samajh lo, zindagi bhar kaam aayega.

Go deeper — visual, from zero

Test yourself — Calculus I — Limits & Derivatives

Connections