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NDA Maths · Differentiation

Parametric, Implicit & Higher-Order Derivatives

When y is tangled with x (an implicit equation), routed through a parameter t, or you need the second derivative, the chain rule is still the engine — applied a little differently.

Why this matters

These are the advanced-form questions: differentiate both sides of F(x,y)=0, divide parametric rates, or differentiate twice. They reward knowing the right setup — especially the parametric second-derivative formula and the d²x/dy² reciprocal identity, which are easy marks once memorised and easy to botch otherwise.

Test yourself — a quick 18-question Differentiation recall quiz, instant score.

Concept 1 of 6: Implicit differentiation

When yy can't be isolated, differentiate both sides with respect to xx, treating yy as a function of xx — so every yy-term picks up a dydx\frac{dy}{dx} factor by the chain rule. Then solve the linear equation for dydx\frac{dy}{dx}.

Definition

Differentiate F(x,y)=0F(x,y)=0 term by term w.r.t. xx: a term in yy gives its derivative ×dydx\times \frac{dy}{dx} (chain rule), and products use the product rule. Collect the dydx\frac{dy}{dx} terms and solve. No need to express yy explicitly.

Implicit rule of thumb

ddx[ y-term ]=(its derivative)⋅dydx\frac{d}{dx}\big[\,y\text{-term}\,\big] = (\text{its derivative})\cdot\frac{dy}{dx}

Worked example

Find dydx\dfrac{dy}{dx} for x2+y2=25x^2 + y^2 = 25.
Practice this conceptself-check · 4 quick reps

The same idea in a real exam question:

NDA · Apr 2020 · Q87Moderate

Example 1 · Differentiation · Parametric, Implicit, and Higher-Order Derivatives

If xmyn=am+nx^m y^n=a^{m+n}, then what is dydx\frac{dy}{dx} equal to?

Every yy-term needs a dydx\frac{dy}{dx} factor

Differentiating y2y^2 w.r.t. xx gives 2ydydx2y\dfrac{dy}{dx}, NOT 2y2y. Because yy is a function of xx, the chain rule attaches a dydx\frac{dy}{dx} to every yy-term. Forgetting it is the defining error of implicit differentiation — you'd never recover dydx\frac{dy}{dx} to solve for.

Concept 2 of 6: Logarithmic differentiation of implicit power relations

When both xx and yy appear in exponents — xyx^y, yxy^x, xmynx^m y^n — take ln⁡\ln of both sides FIRST. Logs turn products into sums and exponents into coefficients, after which implicit differentiation is routine.

Definition

For relations like xyyx=cx^y y^x = c: take ln⁡\ln to get yln⁡x+xln⁡y=ln⁡cy\ln x + x\ln y = \ln c, then differentiate implicitly (product rule on each term, dydx\frac{dy}{dx} on yy-terms) and solve. For xmyn=kx^m y^n = k:  mln⁡x+nln⁡y=ln⁡k⇒mx+nydydx=0\,m\ln x + n\ln y = \ln k \Rightarrow \frac{m}{x} + \frac{n}{y}\frac{dy}{dx} = 0.

Worked example

Use logarithms to find dydx\dfrac{dy}{dx} for x2y3=1x^2 y^3 = 1.
Practice this conceptself-check · 4 quick reps

The same idea in a real exam question:

NDA · Apr 2022 · Q69Moderate

Example 2 · Differentiation · Parametric, Implicit, and Higher-Order Derivatives

If xyyx=1x^y y^x=1, then what is dydx\frac{dy}{dx} at (1,1)(1,1) equal to?

Concept 3 of 6: Parametric differentiation

When xx and yy are both given in terms of a parameter tt, you don't eliminate tt. Differentiate each w.r.t. tt and divide: dydx=dy/dtdx/dt\frac{dy}{dx} = \frac{dy/dt}{dx/dt}. The parameter cancels out of the ratio.

Definition

If x=f(t)x=f(t) and y=g(t)y=g(t), then dydx=dy/dtdx/dt=g′(t)f′(t)\dfrac{dy}{dx} = \dfrac{dy/dt}{dx/dt} = \dfrac{g'(t)}{f'(t)} (provided f′(t)≠0f'(t)\neq 0). The result is usually left in terms of tt. Second derivative: differentiate dydx\dfrac{dy}{dx} (a function of tt) w.r.t. tt and divide by dxdt\dfrac{dx}{dt} again: d2ydx2=ddt(dydx)dx/dt\dfrac{d^2y}{dx^2} = \dfrac{\frac{d}{dt}\big(\frac{dy}{dx}\big)}{dx/dt}. It is NOT d2y/dt2d2x/dt2\dfrac{d^2y/dt^2}{d^2x/dt^2}. For x=t2, y=t3x=t^2,\ y=t^3: dydx=3t2\dfrac{dy}{dx}=\tfrac{3t}{2}, so d2ydx2=3/22t=34t\dfrac{d^2y}{dx^2} = \dfrac{3/2}{2t} = \dfrac{3}{4t}.

Parametric first derivative

dydx=dy/dtdx/dt\frac{dy}{dx} = \frac{dy/dt}{dx/dt}

Worked example

If x=t2x = t^2 and y=t3y = t^3, find dydx\dfrac{dy}{dx}.
Practice this conceptself-check · 4 quick reps

The same idea in a real exam question:

NDA · Apr 2021 · Q89Easy

Example 3 · Differentiation · Parametric, Implicit, and Higher-Order Derivatives

If x=etcos⁡tx=e^t\cos t and y=etsin⁡ty=e^t\sin t, then what is dxdy\frac{dx}{dy} at t=0t=0 equal to?

Don't invert the parametric ratio

dydx=dy/dtdx/dt\dfrac{dy}{dx} = \dfrac{dy/dt}{dx/dt} — the yy-rate is on TOP, the xx-rate on the bottom (it cancels like a fraction: dydt÷dxdt\frac{dy}{dt}\div\frac{dx}{dt}). Writing dx/dtdy/dt\frac{dx/dt}{dy/dt} gives the reciprocal dxdy\frac{dx}{dy} instead. For x=t2,y=t3x=t^2, y=t^3 the slope is 3t22t=3t2\frac{3t^2}{2t}=\frac{3t}{2}, not 23t\frac{2}{3t}.

Concept 4 of 6: Higher-order derivatives

The second derivative is just the derivative of the first; the nn-th is the derivative applied nn times. For named functions there are clean patterns; for a specific point, differentiate the required number of times and substitute last.

Definition

d2ydx2=ddx ⁣(dydx)\dfrac{d^2y}{dx^2} = \dfrac{d}{dx}\!\left(\dfrac{dy}{dx}\right), and so on. Useful standard results: (eax)(n)=aneax(e^{ax})^{(n)} = a^n e^{ax}; (sin⁡x)(n)=sin⁡ ⁣(x+nπ2)(\sin x)^{(n)} = \sin\!\left(x + \tfrac{n\pi}{2}\right). To evaluate at a point, differentiate first and substitute the value at the end.

  • Kinematics reading: for position s(t)s(t), velocity v=dsdtv=\dfrac{ds}{dt} and acceleration a=d2sdt2=dvdta=\dfrac{d^2s}{dt^2}=\dfrac{dv}{dt}; going back, v=∫a dtv=\int a\,dt and s=∫v dts=\int v\,dt with the constants fixed by initial values.
  • Sign of a combination like f+f′+f′′f+f'+f'': for a quadratic ff, g=f+f′+f′′g=f+f'+f'' is again a quadratic; it is positive for ALL real xx iff its leading coefficient is positive AND its discriminant is negative (b2−4ac<0b^2-4ac<0) — both conditions, not one.

Second derivative

d2ydx2=ddx ⁣(dydx)\frac{d^2y}{dx^2} = \frac{d}{dx}\!\left(\frac{dy}{dx}\right)

Worked example

If y=x4y = x^4, find d2ydx2\dfrac{d^2y}{dx^2}.
Practice this conceptself-check · 4 quick reps

The same idea in a real exam question:

NDA · Sep 2019 · Q85Hard

Example 4 · Differentiation · Parametric, Implicit, and Higher-Order Derivatives

Directions for the following two (02) items : Read the following information and answer the two items that follow : Consider the equation xy=ex−yx^{y} = e^{x-y}.
What is d2ydx2\dfrac{d^{2}y}{dx^{2}} at x=1x = 1 equal to ?

d2ydx2\frac{d^2y}{dx^2} is not (dydx)2\left(\frac{dy}{dx}\right)^2

The second derivative means 'differentiate the first derivative AGAIN', not 'square the first derivative'. For y=x3y=x^3: dydx=3x2\frac{dy}{dx}=3x^2, so d2ydx2=6x\frac{d^2y}{dx^2}=6x — whereas (dydx)2=9x4\left(\frac{dy}{dx}\right)^2 = 9x^4, a completely different (and wrong) object.

Concept 5 of 6: Second derivative of an inverse — the d²x/dy² identity

The first derivatives are reciprocals: dxdy=1/dydx\frac{dx}{dy} = 1/\frac{dy}{dx}. But the SECOND derivatives are NOT reciprocals — d2xdy2≠1/d2ydx2\frac{d^2x}{dy^2} \neq 1/\frac{d^2y}{dx^2}. The correct relation carries a cube and a sign.

Definition

dxdy=(dydx)−1\dfrac{dx}{dy} = \left(\dfrac{dy}{dx}\right)^{-1}, and differentiating this w.r.t. yy (chain rule) gives d2xdy2=−d2y/dx2(dy/dx)3\dfrac{d^2x}{dy^2} = -\dfrac{d^2y/dx^2}{\left(dy/dx\right)^{3}}. Memorise the cube in the denominator and the minus sign — the classic trap.

Second derivative of the inverse

d2xdy2=−d2y/dx2(dy/dx)3\frac{d^2x}{dy^2} = -\frac{d^2y/dx^2}{\left(dy/dx\right)^{3}}

Worked example

If dydx=2\dfrac{dy}{dx} = 2 and d2ydx2=3\dfrac{d^2y}{dx^2} = 3 at a point, find d2xdy2\dfrac{d^2x}{dy^2} there.
Practice this conceptself-check · 4 quick reps

The same idea in a real exam question:

NDA · Apr 2017 · Q80Hard

Example 5 · Differentiation · Parametric, Implicit, and Higher-Order Derivatives

What is d2xdy2\dfrac{d^2x}{dy^2} equal to?

Second derivatives don't invert like first derivatives

dxdy=1/dydx\frac{dx}{dy}=1/\frac{dy}{dx} is fine, but d2xdy2≠1/d2ydx2\frac{d^2x}{dy^2}\neq 1/\frac{d^2y}{dx^2}. The right formula has (dy/dx)3(dy/dx)^3 in the denominator and a minus sign.

Concept 6 of 6: Showing y satisfies a differential equation

A common question gives yy (often sin⁡(ln⁡x)\sin(\ln x), emsin⁡−1xe^{m\sin^{-1}x}, or similar) and asks you to verify it satisfies a relation among y,y′,y′′y, y', y''. Strategy: compute y′y' and y′′y'', then combine them to cancel the transcendental parts back to yy.

Definition

Differentiate yy once and twice, then substitute into the target relation and simplify — the goal is to eliminate sin⁡,ln⁡,\sin, \ln, etc. and land on 00. Example: y=sin⁡(ln⁡x)y=\sin(\ln x) gives xy′=cos⁡(ln⁡x)xy' = \cos(\ln x), and differentiating again yields x2y′′+xy′+y=0x^2 y'' + x y' + y = 0.

Worked example

Show that y=e2xy = e^{2x} satisfies y′′−4y=0y'' - 4y = 0.
Practice this conceptself-check · 4 quick reps

The same idea in a real exam question:

NDA · Sep 2018 · Q92Moderate

Example 6 · Differentiation · Parametric, Implicit, and Higher-Order Derivatives

If y=sin⁡(ln⁡x)y=\sin(\ln x), then which one of the following is correct?

Summary — formulas & gotchas at a glance

A revision cheat-sheet for the formulas and gotchas above. Click any concept name to jump back to its full explanation.

Formulas (4)

  • Implicit differentiation

    Implicit rule of thumb

    ddx[ y-term ]=(its derivative)⋅dydx\frac{d}{dx}\big[\,y\text{-term}\,\big] = (\text{its derivative})\cdot\frac{dy}{dx}
  • Parametric differentiation

    Parametric first derivative

    dydx=dy/dtdx/dt\frac{dy}{dx} = \frac{dy/dt}{dx/dt}
  • Higher-order derivatives

    Second derivative

    d2ydx2=ddx ⁣(dydx)\frac{d^2y}{dx^2} = \frac{d}{dx}\!\left(\frac{dy}{dx}\right)
  • Second derivative of an inverse — the d²x/dy² identity

    Second derivative of the inverse

    d2xdy2=−d2y/dx2(dy/dx)3\frac{d^2x}{dy^2} = -\frac{d^2y/dx^2}{\left(dy/dx\right)^{3}}

Watch out for (4)

Test yourself on Differentiation

15 past NDA questions from this chapter, timed at 19 minutes and marked the way the exam marks it. You see your score and every answer the moment you finish. Free to start.