JEE Advanced (IIT Entrance) · Mathematics (JEE & NDA)
Limits, Continuity, Differentiability and Applications of Derivatives
Limits and continuity, differentiation rules, derivatives of standard functions, and applications like maxima, minima and rate of change.
Seven concepts from standard limit forms through tangents and related rates — each one the algebraic move a JEE Main question actually pays for, not a restatement of the definition.
- JEE Advanced (IIT Entrance)
- Hard level
- 7 concepts
- 5 practice questions
1Standard limits and leading forms
A limit is the value a function approaches, not the value it attains. Three forms earn their keep on every paper: \lim_{x\to 0}\dfrac{\sin x}{x}=1, \lim_{x\to 0}\dfrac{e^x-1}{x}=1 and \lim_{x\to 0}(1+x)^{1/x}=e. For a \tfrac{0}{0} trig or exponential limit, replace each factor by its leading term (\sin x\approx x, e^x-1\approx x, \ln(1+x)\approx x) before differentiating twice.
Imagine the factor \sin\theta/\theta flattening to 1 as \theta\to 0; the work on the page is getting that factor to appear, not sketching the flat line.
Rewriting into a standard form
- Name the indeterminate lookIf direct substitution gives \tfrac{0}{0} or \tfrac{\infty}{\infty}, do not stop — rewrite.
- Reach a standard factorUse an identity or a leading-term swap until a factor like \dfrac{\sin\theta}{\theta} appears.
- Take the known limitEach standard factor contributes its listed value; multiply the constants that remain.
Evaluating a 0/0 limit
Evaluate \lim_{x\to 0}\dfrac{1-\cos x}{x^2}.
- 1-\cos x = 2\sin^2(x/2)identity
- \dfrac{1-\cos x}{x^2} = \dfrac{2\sin^2(x/2)}{x^2}\dfrac{1}{2}\left(\dfrac{\sin(x/2)}{x/2}\right)^2
- x\to 0 sends the bracket to 1\dfrac{1}{2}
Pro tip. The identity 1-\cos x=2\sin^2(x/2) turns this into the standard \tfrac{\sin\theta}{\theta} limit — faster than applying L'Hôpital twice.
\lim_{x\to 0}\dfrac{1-\cos x}{x^2} equals
- 0
- \dfrac{1}{2}
- 1
The half-angle identity rewrites the quotient as \tfrac{1}{2}(\sin(x/2)/(x/2))^2\to\tfrac{1}{2}.
2Indeterminate forms and L'Hôpital
The shapes \tfrac{0}{0} and \tfrac{\infty}{\infty} are invitations to rewrite, not answers. L'Hôpital's rule says that when those forms appear and the derivatives exist, \lim\dfrac{f}{g}=\lim\dfrac{f'}{g'} — provided the second limit exists. A 1^\infty form is different: convert with \lim f^g = e^{\lim g(f-1)} and finish as an ordinary product limit.
Figure. 0/0 and \infty/\infty rewrite by L'Hopital to f'/g' when that limit exists. A 1^\infty form is different: convert first to e^{\lim g(f-1)} and finish the exponent as an ordinary product limit.
Handling a 1^\infty form
- Recognise the shapeBase \to 1 and exponent \to\infty (or -\infty) together.
- Pass to the exponentialWrite \lim f^g = e^{\lim g\ln f}, or the fast form e^{\lim g(f-1)} when f\to 1.
- Finish the exponentThe exponent is now a \tfrac{0}{0} or product limit; evaluate it, then exponentiate.
A limit of the form 1^\infty is most quickly rewritten as
- \lim f/g and then L'Hôpital
- e^{\lim g(f-1)}
- the leading-term swap \sin x\approx x alone
The exponential conversion turns 1^\infty into an ordinary limit in the exponent; L'Hôpital applies to \tfrac{0}{0} or \tfrac{\infty}{\infty}, not directly to 1^\infty.
3Continuity at a point
f is continuous at a when the limit exists and equals the value: \lim_{x\to a}f(x)=f(a). That single equation packs three checks — left-hand limit, right-hand limit, and f(a) itself — and a jump, a hole or a value sitting off the limit fails continuity for different reasons.
Figure. A jump at 0: left limit, right limit and f(0) are not one number, so the three-way continuity test fails.
| Symptom | Limits | Verdict |
|---|---|---|
| Jump | Left and right limits exist but differ | Limit does not exist |
| Hole | Limit exists, f(a) missing or different | Removable if you redefine f(a) |
| Blow-up | At least one side diverges | Not continuous at a |
f is continuous at a if and only if
- f'(a) exists
- \lim_{x\to a}f(x)=f(a)
- f is defined in a neighbourhood of a
Continuity is equality of limit and value. Differentiability is stronger; mere definedness is weaker.
4Differentiability and the cusp
Differentiability at a needs the difference quotient to approach one number from both sides, so the left-hand and right-hand derivatives must agree. Differentiability implies continuity, but continuity does not imply differentiability — the cusp of |x| at 0 is continuous and still has left derivative -1 against right derivative +1.
Figure. Two straight rays meet at the origin with slopes -1 and +1. Continuity only needs the graph to join; differentiability needs one tangent, and these rays refuse to share one.
Testing differentiability at a kink
- Form both difference quotientsCompute \lim_{h\to 0^-}\dfrac{f(a+h)-f(a)}{h} and the matching right-hand limit.
- Compare the two numbersEqual values give f'(a); unequal values mean a corner or cusp and no derivative.
- Do not stop at continuityA continuous graph can still bend sharply enough that no single tangent exists.
Why |x| fails at the origin
Show that f(x)=|x| is not differentiable at x=0.
- h\to 0^-: \dfrac{|h|-0}{h}=\dfrac{-h}{h}-1
- h\to 0^+: \dfrac{|h|-0}{h}=\dfrac{h}{h}+1
- left-hand derivative versus right-hand-1\neq +1, so f'(0) does not exist
Pro tip. Continuity of |x| at 0 is free (\lim |x|=0=f(0)); the derivative test is a separate, stricter check on the two sides.
Which statement is true?
- Continuity at a implies differentiability at a
- Differentiability at a implies continuity at a
- Neither implication holds
A derivative forces the difference quotient — and hence the function values — to settle, so differentiability \Rightarrow continuity. The cusp |x| blocks the converse.
5Product, quotient and chain rules
Composite and product expressions are dismantled by three rules: (uv)'=u'v+uv', \left(\dfrac{u}{v}\right)'=\dfrac{u'v-uv'}{v^2}, and the chain rule \dfrac{dy}{dx}=\dfrac{dy}{du}\dfrac{du}{dx}. Standard pieces include \dfrac{d}{dx}\sin x=\cos x and \dfrac{d}{dx}\ln x=\dfrac{1}{x}; the rules say how those pieces combine.
No figure: keep the product, quotient and chain formulas on one sheet and practise naming outer versus inner.
Differentiating a composite
- Name the outer and innerWrite y=f(u) with u=g(x) so the chain rule has two clear factors.
- Differentiate each layerCompute f'(u) and g'(x) with the standard derivatives.
- MultiplyReturn \dfrac{dy}{dx}=f'(u)\,g'(x), then substitute u back in x.
| Rule | Formula |
|---|---|
| Product | (uv)'=u'v+uv' |
| Quotient | \left(\dfrac{u}{v}\right)'=\dfrac{u'v-uv'}{v^2} |
| Chain | \dfrac{dy}{dx}=\dfrac{dy}{du}\cdot\dfrac{du}{dx} |
| Sine / log | (\sin x)'=\cos x, (\ln x)'=1/x |
If y=\sin(3x), then \dfrac{dy}{dx} is
- \cos(3x)
- 3\cos(3x)
- -3\sin(3x)
Outer derivative \cos u times inner derivative 3 gives 3\cos(3x).
6Monotonicity and local extrema
f increases on intervals where f'(x)>0 and decreases where f'(x)<0. Critical points satisfy f'(x)=0 (or f' fails to exist). The second-derivative test reads the bend: f''(c)>0 is a local minimum, f''(c)<0 a local maximum. On a closed interval the absolute extreme may sit at an endpoint instead — compare critical values with both endpoints.
Figure. Area against half-width rises from the degenerate thin rectangles, peaks at x=2 with A=32, then falls back to zero as the parabola meets the axis. The peak is where A'=0 and A''<0.
Maximising a single-variable quantity
- Write one functionExpress the quantity to optimise in a single variable, with a stated domain.
- Solve f'=0Find critical points inside the domain.
- Confirm and compareUse f'' for a local test; on a closed interval also evaluate the endpoints.
Maximum area problem
A rectangle is inscribed with its base on the x-axis under the parabola y=12-x^2. Find the maximum area (the top corners lie on the curve).
- Half-width x, height 12-x^2A=2x(12-x^2)=24x-2x^3
- A'(x)=24-6x^2=0x^2=4\Rightarrow x=2 (taking x>0)
- A''(x)=-12x at x=2; then A(2)A''=-24<0 (max); A=48-16=32
Pro tip. Write the quantity to optimise as a single-variable function first, then set its derivative to zero and confirm with the second derivative. On a closed interval, still compare with the endpoints — the extreme need not be at a turning point.
For A(x)=24x-2x^3 on x>0, the critical point x=2 is a local maximum because
- A'(2)=0 alone
- A''(2)<0
- A(2) is positive
Vanishing first derivative only locates the candidate; A''(2)=-24<0 is the local-maximum test.
7Tangents, normals and related rates
The tangent slope at x_0 is f'(x_0); the normal is perpendicular, so its slope is -1/f'(x_0) when the tangent slope is nonzero. Related-rate problems never differentiate with respect to the wrong variable: if y depends on x and both change with t, the chain rule gives \dfrac{dy}{dt}=\dfrac{dy}{dx}\dfrac{dx}{dt}.
Figure. The dashed line is the tangent to y=x^2 at x=1, where f'=2. The normal would be the perpendicular through the same point, with slope -1/2, not drawn here.
Reading a related-rate link
- Name the dependenceWrite the geometric or algebraic relation between the changing quantities.
- Differentiate with respect to tApply \dfrac{dy}{dt}=\dfrac{dy}{dx}\dfrac{dx}{dt} (or the multivariate analogue).
- Substitute the known rateInsert the given dx/dt and the current x, then solve for the unknown rate.
If y=x^2 at x_0=1, the normal slope is
- 2
- -\dfrac{1}{2}
- -2
Tangent slope f'(1)=2, so normal slope -1/2.
Notes
- Limits and standard forms: A limit describes the value a function approaches. Key results include \lim_{x\to0}\dfrac{\sin x}{x}=1, \lim_{x\to0}\dfrac{e^x-1}{x}=1 and \lim_{x\to0}(1+x)^{1/x}=e. Indeterminate forms \tfrac{0}{0} or \tfrac{\infty}{\infty} can be resolved by L'Hopital's rule, \lim\dfrac{f}{g}=\lim\dfrac{f'}{g'}.
- Continuity and differentiability: f is continuous at a if \lim_{x\to a}f(x)=f(a). Differentiability requires equal left and right derivatives; differentiability implies continuity, but continuity does not imply differentiability (e.g. |x| at 0).
- Rules of differentiation: The product rule (uv)'=u'v+uv', quotient rule \left(\tfrac{u}{v}\right)'=\dfrac{u'v-uv'}{v^2} and chain rule \dfrac{dy}{dx}=\dfrac{dy}{du}\dfrac{du}{dx} handle composite functions. Standard derivatives include \dfrac{d}{dx}\sin x=\cos x and \dfrac{d}{dx}\ln x=\dfrac{1}{x}.
- Monotonicity and extrema: f increases where f'(x)>0 and decreases where f'(x)<0. Critical points satisfy f'(x)=0; the second-derivative test gives a local minimum where f''>0 and a local maximum where f''<0.
- Tangents, normals and rates: The tangent slope at x_0 is f'(x_0); the normal slope is -\dfrac{1}{f'(x_0)}. Related-rate problems link rates via \dfrac{dy}{dt}=\dfrac{dy}{dx}\dfrac{dx}{dt}.
- L'Hopital handles 0/0 and \infty/\infty, but Advanced problems often need Taylor/Maclaurin expansions to resolve competing infinitesimals accurately.
- For existence of roots and inequalities, deploy Rolle's and Lagrange Mean Value theorems; construct an auxiliary function whose derivative reveals the required root.
- Monotonicity + boundary values prove inequalities: show g(x)=\text{LHS}-\text{RHS} has g(a)=0 and g'(x)\ge0.
- Second-derivative and concavity arguments (Jensen's inequality for convex functions) generalise AM-GM-type bounds.
Formulas
- Standard limits: \lim_{x\to0}\dfrac{\sin x}{x}=1,\quad \lim_{x\to0}\dfrac{e^x-1}{x}=1
- L'Hopital: \lim\dfrac{f(x)}{g(x)}=\lim\dfrac{f'(x)}{g'(x)} for \tfrac00,\tfrac\infty\infty
- Product / quotient: (uv)'=u'v+uv',\quad \left(\tfrac{u}{v}\right)'=\dfrac{u'v-uv'}{v^2}
- Chain rule: \dfrac{dy}{dx}=\dfrac{dy}{du}\cdot\dfrac{du}{dx}
- Extrema test: f'(x)=0 with f''(x)>0 (min) or f''(x)<0 (max)
- Tangent / normal slopes: m_t=f'(x_0),\quad m_n=-\dfrac{1}{f'(x_0)}
- MVT: \exists c\in(a,b) with f'(c)=\dfrac{f(b)-f(a)}{b-a}
- Maclaurin: f(x)=\sum_{k=0}^{\infty}\dfrac{f^{(k)}(0)}{k!}x^k
- \lim_{x\to0}\dfrac{\sin x - x}{x^3}=-\dfrac16 (via expansion)
Exam traps & shortcuts
- For \tfrac00 limits with trig or exponentials, replace factors by their leading terms (\sin x\approx x, e^x-1\approx x, \ln(1+x)\approx x) instead of differentiating repeatedly.
- On a closed interval, compare f at the critical points and at both endpoints to find the absolute maximum and minimum - the extreme need not be at a turning point.
- For a 1^\infty form, use \lim f^g=e^{\lim g(f-1)} to convert it to a simple product limit in one step.
- For limits with subtraction of near-equal transcendental terms, replace each by its series to the needed order rather than repeated L'Hopital.
- To prove f(x)>g(x) on an interval, study the sign of (f-g)' and use the value at an endpoint.
Reference tables
Keep these on one sheet; most \tfrac{0}{0} rewrites end in a row from the left column.
| Limit / derivative | Value |
|---|---|
| \lim_{x\to 0}(\sin x)/x | 1 |
| \lim_{x\to 0}(e^x-1)/x | 1 |
| \lim_{x\to 0}(1+x)^{1/x} | e |
| L'Hôpital on \tfrac{0}{0} or \tfrac{\infty}{\infty} | \lim f/g=\lim f'/g' |
| (uv)', (u/v)', chain | u'v+uv', (u'v-uv')/v^2, (dy/du)(du/dx) |
| Tangent / normal at x_0 | m_t=f'(x_0), m_n=-1/f'(x_0) |
Recap
Read only this the night before.
- Limits
- Rewrite into \sin\theta/\theta, (e^x-1)/x or e^{\lim g(f-1)}; leading terms beat repeated L'Hôpital on trig and exponential \tfrac{0}{0} forms.
- Continuity
- Need \lim_{x\to a}f(x)=f(a). A jump, a hole and a blow-up fail that equality for different reasons.
- Differentiability
- Left and right derivatives must agree. Differentiability implies continuity; |x| at 0 blocks the converse.
- Rules
- Product, quotient, chain. Name outer and inner before multiplying the factors.
- Extrema
- Critical points from f'=0; f''>0 min, f''<0 max. On a closed interval compare endpoints too — the absolute extreme need not be a turning point.
- Tangent and rates
- m_t=f'(x_0), m_n=-1/f'(x_0), and \dfrac{dy}{dt}=\dfrac{dy}{dx}\dfrac{dx}{dt}.
Practise Limits, Continuity, Differentiability and Applications of Derivatives
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