This chapter rigorously introduces the concept of limits, a fundamental pillar of calculus essential for subsequent topics such as continuity, differentiation, and integration. A thorough understanding of the various limit evaluation techniques presented herein is critical, as these concepts frequently appear in CMI examinations, often requiring precise application to complex functions.
Algebraic limits are limits that can be evaluated mainly using algebraic manipulation instead of advanced theorems. In CMI-style problems, the real test is usually not the final substitution, but identifying the right simplification: factorisation, cancellation, rationalisation, or rewriting expressions into a standard form.
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Learning Objectives
❗By the End of This Topic
After studying this topic, you will be able to:
Evaluate algebraic limits by direct substitution when valid.
Recognize indeterminate forms such as 00.
Use factorisation and cancellation to simplify limit expressions.
Use conjugates to handle radicals in limits.
Solve standard limit problems involving polynomials, rational expressions, and roots.
---
Core Idea
📖What is an algebraic limit?
An algebraic limit is a limit of a function that can be evaluated using algebraic simplification.
Typical examples:
x→alimx−ax2−a2
x→alimx−ax−a
x→alimx−axn−an
The goal is usually to remove the form that causes direct substitution to fail.
---
First Check: Direct Substitution
📐Direct Substitution Principle
If a function is defined and algebraically well-behaved at x=a, then
limx→af(x)=f(a)
This works immediately for:
polynomials
rational functions with nonzero denominator at x=a
many algebraic expressions where no undefined form appears
then the limit may still exist, but you must simplify first.
This is the most common signal to:
factor
cancel
rationalise
combine into a simpler expression
---
Method 1: Factor and Cancel
📐Factorisation Method
If numerator and denominator both vanish at x=a, try factoring.
Example pattern:
x2−a2=(x−a)(x+a)
So,
limx→ax−ax2−a2<br>=limx→a(x+a)=2a
Example 1
Evaluate
limx→3x−3x2−9
Factor numerator:
x2−9=(x−3)(x+3)
So,
$\qquad \lim_{x\to 3}\dfrac{x^2-9}{x-3}
= \lim_{x\to 3}(x+3)=6$
Hence the limit is 6.
---
Method 2: Rationalise Using Conjugates
📐Conjugate Method
If radicals create 00, multiply by the conjugate.
Example pattern:
x−a
Use the conjugate:
x+a
because
(x−a)(x+a)=x−a
Example 2
Evaluate
limx→4x−4x−2
Multiply numerator and denominator by x+2:
$\qquad \dfrac{\sqrt{x}-2}{x-4}\cdot \dfrac{\sqrt{x}+2}{\sqrt{x}+2}
= \dfrac{x-4}{(x-4)(\sqrt{x}+2)}
= \dfrac{1}{\sqrt{x}+2}$
Now substitute x=4:
$\qquad \lim_{x\to 4}\dfrac{1}{\sqrt{x}+2}
= \dfrac{1}{4}$
So the limit is 41.
---
Method 3: Common Algebraic Patterns
📐Important Standard Patterns
limx→ax−ax2−a2=2a
limx→ax−axn−an=nan−1 for positive integers n
limx→ax−ax−a=2a1 for a>0
limx→ax−ax−a=2a for a>0
These are best understood by algebra, not memorised blindly.
---
Difference of Powers
📐Useful Factorisation
For positive integer n,
xn−an=(x−a)(xn−1+xn−2a+⋯+xan−2+an−1)
This is extremely useful in limits of the form
limx→ax−axn−an
Example 3
Evaluate
limx→2x−2x3−8
Factor:
x3−8=(x−2)(x2+2x+4)
So,
$\qquad \lim_{x\to 2}\dfrac{x^3-8}{x-2}
= \lim_{x\to 2}(x^2+2x+4)=4+4+4=12$
Hence the limit is 12.
---
Rational Expressions
❗Rational Function Strategy
If the limit is of the form
limx→aQ(x)P(x)
then:
if Q(a)=0, use direct substitution
if P(a)=Q(a)=0, factor numerator/denominator and simplify first
---
Common Mistakes
⚠️Avoid These Errors
❌ Cancelling before factoring properly
❌ Substituting too early into a 00 form
❌ Forgetting to multiply by the full conjugate
❌ Cancelling terms across addition
❌ Treating undefined value at a point as meaning the limit does not exist
✅ Correct approach:
simplify the expression first
then take the limit
---
CMI Strategy
💡How to Attack Algebraic Limits
Try direct substitution first.
If you get a number, stop.
If you get 00, identify the structure:
- factorisation?
- conjugate?
- difference of powers?
Simplify completely before substituting again.
Keep the algebra clean; most mistakes happen in simplification, not in the final step.
---
Practice Questions
:::question type="MCQ" question="The value of x→2limx−2x2−4 is" options=["2","4","6","Does not exist"] answer="B" hint="Factor the numerator." solution="We factor:
x2−4=(x−2)(x+2)
So,
x−2x2−4=x+2for x=2
Hence,
limx→2x−2x2−4=limx→2(x+2)=4
Therefore the correct option is B."
:::
:::question type="NAT" question="Find x→9limx−9x−3." answer="0.1667" hint="Use the conjugate of the numerator." solution="Multiply numerator and denominator by x+3:
$\qquad \dfrac{\sqrt{x}-3}{x-9}\cdot \dfrac{\sqrt{x}+3}{\sqrt{x}+3}
= \dfrac{x-9}{(x-9)(\sqrt{x}+3)}
= \dfrac{1}{\sqrt{x}+3}$
Now take the limit:
limx→9x+31=61
So the answer is 61.
In decimal form,
61≈0.1667
:::
:::question type="MSQ" question="Which of the following statements are true?" options=["If direct substitution gives a nonzero denominator, the limit of a rational function can be found by substitution","If substitution gives 00, the limit does not exist","For a>0, x→alimx−ax−a=2a1","The identity x2−a2=(x−a)(x+a) is useful in algebraic limits"] answer="A,C,D" hint="Think about standard algebraic simplifications." solution="1. True. Rational functions are continuous where the denominator is nonzero.
False. The form 00 is indeterminate, not impossible; simplification is needed.
True. This follows by rationalising the numerator.
True. Difference of squares is one of the most important factorisations in limit problems.
Hence the correct answer is A,C,D."
:::
:::question type="SUB" question="Evaluate x→3limx−3x3−27." answer="27" hint="Use difference of cubes." solution="We use
x3−27=(x−3)(x2+3x+9)
So,
x−3x3−27=x2+3x+9for x=3
Now take the limit:
limx→3(x2+3x+9)=9+9+9=27
Therefore the answer is 27."
:::
---
Summary
❗Key Takeaways for CMI
Always try direct substitution first.
The form 00 means simplify, not stop.
Factorisation and conjugates are the two most common tools.
Difference of powers is a major recurring pattern.
Limits depend on nearby values, not just the value at the point.
Clean algebra is the key to solving most basic limit questions.
---
💡Next Up
Proceeding to One-sided limits.
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Part 2: One-sided limits
One-Sided Limits
Overview
A one-sided limit studies the behaviour of a function as the input approaches a point from only one side. This topic is central in calculus because many functions behave differently from the left and from the right, especially piecewise functions, modulus-type expressions, rational functions with domain restrictions, and step-like graphs. In CMI-style questions, the real test is usually careful local analysis near the point, not blind substitution.
---
Learning Objectives
❗By the End of This Topic
After studying this topic, you will be able to:
Define left-hand and right-hand limits precisely.
Compute one-sided limits from formulas, graphs, and piecewise definitions.
Decide whether a two-sided limit exists.
Use one-sided limits to test continuity at a point.
Handle standard algebraic, absolute value, and piecewise-function situations.
---
Core Idea
📖One-Sided Limits
Let f(x) be defined near x=a.
The left-hand limit of f(x) as x→a is written as
limx→a−f(x)
It means that x approaches a through values smaller than a.
The right-hand limit of f(x) as x→a is written as
limx→a+f(x)
It means that x approaches a through values greater than a.
❗Existence of Two-Sided Limit
The limit
limx→af(x)
exists if and only if both one-sided limits exist and are equal:
limx→a−f(x)=limx→a+f(x)
---
One-Sided Limits and Continuity
📐Continuity at a Point
A function f is continuous at x=a if:
f(a) is defined
limx→af(x) exists
limx→af(x)=f(a)
So, in particular, continuity at a requires
limx→a−f(x)=limx→a+f(x)=f(a)
---
Standard Situations
📐Piecewise Function Check
If a function is defined differently on the left and right of a point, compute:
left-hand limit using the left-side formula
right-hand limit using the right-side formula
Then compare the two values.
📐Absolute Value Near a Point
Near x=0:
if x<0, then ∣x∣=−x
if x>0, then ∣x∣=x
More generally, near x=a, the sign of (x−a) changes on the two sides, so expressions involving ∣x−a∣ must often be handled separately from left and right.
📐Step-Type Behaviour
Functions such as greatest integer / sign / piecewise constant functions often have jump discontinuities.
In such cases, left-hand and right-hand limits may both exist but be unequal.
---
How to Compute One-Sided Limits
💡Basic Method
To find limx→a−f(x):
use only values of x less than a
simplify the expression locally
do not use the right-side formula or behaviour
To find limx→a+f(x):
use only values of x greater than a
simplify the expression locally
do not use the left-side formula or behaviour
---
Minimal Worked Examples
Example 1
Let
$\qquad f(x)=\begin{cases}
x+1, & x<2 \\
5-x, & x\ge 2
\end{cases}$
Find the one-sided limits at x=2.
From the left, use x+1:
limx→2−f(x)=2+1=3
From the right, use 5−x:
limx→2+f(x)=5−2=3
So both one-sided limits are equal, and hence
limx→2f(x)=3
---
Example 2
Find the one-sided limits of
x∣x∣
at x=0.
If x<0, then ∣x∣=−x, so
x∣x∣=x−x=−1
Hence,
limx→0−x∣x∣=−1
If x>0, then ∣x∣=x, so
x∣x∣=xx=1
Hence,
limx→0+x∣x∣=1
Since the two one-sided limits are different, the two-sided limit does not exist.
---
Common Patterns
📐Patterns to Recognize
Piecewise definitions near the joining point
Expressions involving ∣x−a∣
Rational expressions whose sign depends on the side of approach
Greatest integer / sign-type functions
Removable discontinuity versus jump discontinuity
---
One-Sided Limits and Graph Reading
❗Graph Interpretation
From a graph:
trace the curve toward x=a from the left to get limx→a−f(x)
trace the curve toward x=a from the right to get limx→a+f(x)
The actual value f(a) may be different from both one-sided limits.
⚠️Do Not Mix These Three
At a point x=a, always separate:
limx→a−f(x)
limx→a+f(x)
f(a)
These need not be equal.
---
Important Consequences
❗When the Two-Sided Limit Fails
If
limx→a−f(x)=limx→a+f(x)
then
limx→af(x) does not exist.
This is one of the fastest ways to prove non-existence of a limit.
💡When the Function Value Does Not Matter
To determine whether limx→af(x) exists, the actual value of f(a) is irrelevant.
Only the nearby behaviour matters.
---
Common Mistakes
⚠️Avoid These Errors
❌ Substituting directly into a piecewise function without checking which side is being used
❌ Assuming equal left and right formulas without verification
❌ Mixing up the function value with the limit
❌ Forgetting to split absolute value expressions by sign
❌ Saying the two-sided limit exists just because one-sided limits exist
---
CMI Strategy
💡How to Attack One-Sided Limit Questions
First identify the critical point where behaviour may change.
Check the expression separately on the left and on the right.
For modulus, sign, and piecewise functions, rewrite locally before taking limits.
Compare the two one-sided answers before concluding.
Keep the function value separate from the limit unless continuity is asked.
---
Practice Questions
:::question type="MCQ" question="Let f(x)={2x+1,x<1\x+2,x≥1. Then limx→1−f(x) is" options=["1","2","3","4"] answer="C" hint="Use the formula valid for x<1." solution="For the left-hand limit at x=1, we use the branch valid for x<1, namely f(x)=2x+1.
So,
limx→1−f(x)=2(1)+1=3
Therefore the correct option is C."
:::
:::question type="NAT" question="Find limx→0+x∣x∣." answer="1" hint="For x>0, ∣x∣=x." solution="As x→0+, we have x>0, so
∣x∣=x
Hence,
x∣x∣=xx=1
Therefore,
limx→0+x∣x∣=1
So the answer is 1."
:::
:::question type="MSQ" question="Which of the following statements are true?" options=["If limx→a−f(x) and limx→a+f(x) exist and are equal, then limx→af(x) exists","If f(a) is defined, then limx→af(x) must exist","A two-sided limit can exist even if f(a) is different from the limit value","If the left-hand and right-hand limits are unequal, then the two-sided limit does not exist"] answer="A,C,D" hint="Separate the limit from the actual function value." solution="1. True. Equality of the two one-sided limits gives existence of the two-sided limit.
False. Merely defining f(a) does not force the limit to exist.
True. The limit depends on nearby behaviour, not necessarily on the value at the point.
True. Unequal one-sided limits imply that the two-sided limit does not exist.
Hence the correct answer is A,C,D."
:::
:::question type="SUB" question="For the function f(x)={x2,2x−1,x<1x≥1, examine the limit and continuity at x=1." answer="The limit exists and equals 1; the function is continuous at x=1." hint="Compute both one-sided limits and compare with f(1)." solution="For x<1, f(x)=x2. Hence
limx→1−f(x)=12=1
For x≥1, f(x)=2x−1. Hence
limx→1+f(x)=2(1)−1=1
Since the two one-sided limits are equal, we get
limx→1f(x)=1
Now,
f(1)=2(1)−1=1
So,
limx→1f(x)=f(1)
Therefore the function is continuous at x=1, and the limit equals 1."
:::
---
Summary
❗Key Takeaways for CMI
One-sided limits study behaviour from only one side of a point.
A two-sided limit exists exactly when the left-hand and right-hand limits are equal.
The value f(a) and the limit at a are different ideas.
Piecewise and modulus functions must be handled side by side.
One-sided limits are the quickest tool for detecting jump discontinuities.
---
💡Next Up
Proceeding to Trigonometric limits.
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Part 3: Trigonometric limits
Trigonometric Limits
Overview
Trigonometric limits are among the most important standard limits in calculus. They appear directly in limit computation and indirectly in differentiation, continuity, small-angle approximation, and local behaviour of functions. In CMI-style questions, the real test is not memorising one formula, but knowing how to rewrite an expression into a standard form.
---
Learning Objectives
❗By the End of This Topic
After studying this topic, you will be able to:
Use the standard limits involving sinx, tanx, and cosx correctly.
Recognise when angles must be in radians.
Transform non-standard limits into standard trigonometric forms.
Use algebraic manipulation together with standard trigonometric limits.
Avoid common traps involving degree measure and sign errors.
---
Core Standard Limits
📐Most Important Trigonometric Limits
As x→0,
xsinx→1
xtanx→1
x1−cosx→0
x21−cosx→21
x2cosx−1→−21
❗Radian Warning
These limits are valid in their standard form only when the angle is measured in radians.
For example,
limx→0xsinx=1 is true only when x is in radians.
---
Why xsinx Matters
📖Fundamental Trigonometric Limit
The limit
limx→0xsinx=1
is the fundamental trigonometric limit. Many other trigonometric limits are derived from it by algebraic manipulation, substitution, or identities.
📐Immediate Consequences
Using
xtanx=xcosxsinx
and cosx→1 as x→0, we get
limx→0xtanx=1
Also, from
1−cosx=2sin2(2x)
we get
limx→0x21−cosx=21
---
Derived Standard Forms
📐Very Useful Derived Limits
As x→0,
axsin(ax)→1
xsin(ax)→a
xtan(ax)→a
x21−cos(ax)→2a2
x2cos(ax)−1→−2a2
These come from substitution. For example,
xsin(ax)=a⋅axsin(ax)
and as x→0, we have ax→0.
---
Essential Identities for Limit Problems
📐Identities You Will Use Often
sin2x=2sinxcosx
cos2x=1−2sin2x
1−cosx=2sin2(2x)
\(\cos x - 1 = -2\sin^2\left(\dfrac{x}{2}\right)\)
tanx=cosxsinx
These identities help convert an unfamiliar expression into a standard limit.
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Standard Techniques
💡Method 1: Match a Standard Form
When you see sin(small quantity), try to create
usinu
When you see 1−cos(small quantity), try to create
u21−cosu
💡Method 2: Use Substitution
If the limit contains sin(3x) or tan(5x), let
u=3xoru=5x
and reduce to a standard form.
💡Method 3: Use Identities First
Expressions like 1−cosx, sin2x, or tanx often become manageable only after using a trigonometric identity.
---
Minimal Worked Examples
Example 1
Evaluate
limx→0xsin5x
Write
xsin5x=5⋅5xsin5x
As x→0, we get
5xsin5x→1
So the limit is
5
---
Example 2
Evaluate
limx→0x21−cosx
Use
1−cosx=2sin2(2x)
Then
$\qquad \dfrac{1-\cos x}{x^2}
= \dfrac{2\sin^2(x/2)}{x^2}
= \dfrac{1}{2}\left(\dfrac{\sin(x/2)}{x/2}\right)^2$
As x→0,
x/2sin(x/2)→1
Hence the limit is
21
---
Small-Angle Approximation
❗Useful Intuition Near x=0
For very small x in radians,
sinx≈x
tanx≈x
cosx≈1−2x2
These are not replacements for rigorous work, but they explain why the standard limits are true and help you guess the answer quickly.
---
Common Traps
⚠️Avoid These Errors
❌ Using xsinx→1 when x is in degrees
✅ Standard limit needs radians
❌ Replacing x1−cosx by 21
✅ Actually x1−cosx→0
❌ Forgetting to multiply by the coefficient when handling sin(ax) or tan(ax)
✅ Example: xsin5x=5⋅5xsin5x
❌ Using identities incorrectly
✅ Check signs carefully, especially in cosx−1
---
CMI Strategy
💡How to Attack Trigonometric Limit Questions
First check whether the angle tends to 0.
Try to create usinu, utanu, or u21−cosu.
Use identities before simplifying.
Track constants very carefully.
If the form is not standard, factor or multiply-divide to force a standard pattern.
---
Practice Questions
:::question type="MCQ" question="The value of limx→0xsin7x is" options=["1","7","71","0"] answer="B" hint="Create the form usinu." solution="Write
xsin7x=7⋅7xsin7x
As x→0,
7xsin7x→1
Hence the limit is
7
So the correct option is B."
:::
:::question type="NAT" question="Find limx→0x21−cos2x." answer="2" hint="Use the standard limit for x21−cos(ax)." solution="Using the identity
1−cos2x=2sin2x
we get
x21−cos2x=2(xsinx)2
As x→0,
xsinx→1
Therefore the limit is
2⋅12=2
Hence the answer is 2."
:::
:::question type="MSQ" question="Which of the following statements are true?" options=["limx→0xtanx=1","limx→0x21−cosx=21","limx→0xsinx=0","limx→0x2cosx−1=−21"] answer="A,B,D" hint="Recall the standard trigonometric limits exactly." solution="1. True.
True.
False, because limx→0xsinx=1.
True, since
x2cosx−1=−x21−cosx→−21
Hence the correct answer is A,B,D."
:::
:::question type="SUB" question="Evaluate limx→0tan2xsin3x." answer="23" hint="Break it into two standard factors." solution="Write
$\qquad \dfrac{\sin 3x}{\tan 2x}
= \dfrac{\sin 3x}{3x}\cdot \dfrac{3x}{2x}\cdot \dfrac{2x}{\tan 2x}$
So,
$\qquad \dfrac{\sin 3x}{\tan 2x}
= \left(\dfrac{\sin 3x}{3x}\right)\cdot \dfrac{3}{2}\cdot \left(\dfrac{2x}{\tan 2x}\right)$
As x→0,
3xsin3x→1
and
tan2x2x→1
Therefore the limit is
1⋅23⋅1=23
Hence the answer is 23."
:::
---
Summary
❗Key Takeaways for CMI
The fundamental trigonometric limit is xsinx→1 as x→0.
The standard limits must be used in radians.
Many trigonometric limits reduce to standard forms after substitution or identities.
The limits involving 1−cosx usually require squaring or half-angle identities.
Success in this topic depends on pattern recognition and careful handling of constants.
---
💡Next Up
Proceeding to Limits involving logarithm and exponential.
---
Part 4: Limits involving logarithm and exponential
Limits Involving Logarithm and Exponential
Overview
Limits involving logarithms and exponentials are among the most important small-quantity limits in calculus. In CMI-style problems, these are rarely tested as isolated formulas only; they appear inside substitutions, quotients, compositions, asymptotic comparisons, and even nested limits. The key skill is to identify the small parameter and then replace complicated expressions by their correct leading-order behavior.
---
Learning Objectives
❗By the End of This Topic
After studying this topic, you will be able to:
Evaluate the standard limits involving ln(1+x) and ex−1.
Use first-order and second-order equivalents correctly.
Handle compositions like ln(1+ϕ(x)) and eϕ(x)−1.
Compare the growth of logarithm, powers, and exponentials as x→∞.
Solve medium to hard limit problems involving quotients, nested expressions, and mixed asymptotics.
---
Core Idea
📖What makes these limits special?
Near x=0, the functions ln(1+x) and ex−1 behave like x itself:
ln(1+x)∼x
ex−1∼x
This means that in many limits, they can be replaced by x at leading order.
Similarly, for small u:
ln(1+u)∼u
eu−1∼u
au−1∼ulna
1−cosu∼2u2
These are the main simplification tools for this topic.
---
Fundamental Standard Limits
📐Main Standard Limits at 0
limx→0xln(1+x)=1
limx→0xex−1=1
limx→0xax−1=lna(a>0,a=1)
limx→0xloga(1+x)=lna1
limx→0ϕ(x)ln(1+ϕ(x))=1 if ϕ(x)→0
limx→0ϕ(x)eϕ(x)−1=1 if ϕ(x)→0
❗Most Important Consequence
If ϕ(x)→0, then
ln(1+ϕ(x))∼ϕ(x)
eϕ(x)−1∼ϕ(x)
This is often the fastest way to solve the problem.
---
First-Order Equivalents
📐Small-Quantity Equivalents
As x→0,
ln(1+x)∼x
ex−1∼x
ax−1∼xlna
sinx∼x
tanx∼x
1−cosx∼2x2
These can be combined. For example, as x→0,
e3x−1ln(1+2x)∼3x2x=32
---
Second-Order Expansions
📐Second-Order Forms
As x→0,
ln(1+x)=x−2x2+o(x2)
ex=1+x+2x2+o(x2)
Hence,
ex−1−x=2x2+o(x2)
ln(1+x)−x=−2x2+o(x2)
These are used when first-order terms cancel.
---
Growth Comparison at Infinity
📐Which One Grows Faster?
As x→∞,
lnx≪xα≪ax(α>0,a>1)
This means:
logarithm grows slower than every positive power
every positive power grows slower than an exponential
❗High-Value Consequences
As x→∞,
xαlnx→0(α>0)
exxn→0(n∈N)
xα(lnx)m→0(m∈N,α>0)
This is exactly the type of reasoning needed in limits such as
limx→∞ex−1−x2x4+x6
because the denominator is dominated by ex.
---
Parameter and Composition Method
💡When a Small Expression Appears Inside Another
If u(x)→0, then replace the outer function by its standard equivalent in terms of u:
ln(1+u(x))∼u(x)
eu(x)−1∼u(x)
au(x)−1∼u(x)lna
So the problem becomes a limit in the simpler quantity u(x).
Examplelimx→0x2ln(1+x2)=1
because with u=x2 we have ln(1+u)∼u.
---
Minimal Worked Examples
Example 1
Evaluate
limx→0xln(1+3x)
Using ln(1+u)∼u with u=3x,
xln(1+3x)∼x3x=3
So the limit is 3.
---
Example 2
Evaluate
limx→0e3x−1ln(1+2x)
Use first-order equivalents:
ln(1+2x)∼2x,e3x−1∼3x
Hence,
limx→0e3x−1ln(1+2x)=32
So the limit is 32.
---
Example 3
Evaluate
limx→0x2ex−1−ln(1+x)
Using second-order expansions,
ex−1=x+2x2+o(x2)ln(1+x)=x−2x2+o(x2)
So,
ex−1−ln(1+x)=x+2x2−x+2x2+o(x2)=x2+o(x2)
Therefore,
limx→0x2ex−1−ln(1+x)=1
Hence the limit is 1.
---
PYQ-Relevant Insight
❗What the Given PYQs Are Really Testing
The PYQs you provided test three deep habits:
Local replacement near 0
- replace ln(1+u) by u - replace eu−1 by u - replace cosu by 1−2u2 when needed
Order comparison
- compare polynomial growth with exponential growth as x→∞
Nested simplification
- identify the real small quantity first, then simplify from inside out
---
Common Mistakes
⚠️Avoid These Errors
❌ Using ln(1+x)∼x when the inner quantity does not tend to 0
❌ Forgetting that ax−1∼xlna, not just x
❌ Using only first-order expansion when the first-order term cancels
❌ Comparing lnx and ex incorrectly at infinity
❌ Treating 0/0 as failure instead of a signal to simplify
---
CMI Strategy
💡How to Attack These Limits
First locate the small parameter.
Decide whether first-order or second-order information is needed.
Replace ln(1+u) by u and eu−1 by u whenever valid.
If first-order terms cancel, immediately move to second-order expansions.
For x→∞, compare growth orders before doing any detailed algebra.
Keep the simplification layered: inside expression first, then outer limit.
---
Practice Questions
:::question type="MCQ" question="The value of x→0limxln(1+2x) is" options=["1","2","21","0"] answer="B" hint="Use ln(1+u)∼u." solution="As x→0, we have
ln(1+2x)∼2x.
Therefore,
limx→0xln(1+2x)=2.
Hence the correct option is B."
:::
:::question type="NAT" question="Find x→0limxe3x−1." answer="3" hint="Use eu−1∼u with u=3x." solution="As x→0,
e3x−1∼3x.
Hence,
limx→0xe3x−1=3.
Therefore the answer is 3."
:::
:::question type="MSQ" question="Which of the following statements are true?" options=["x→0limxln(1+x)=1","x→0limxex−1=1","x→∞limexx3 is finite","x→∞limxlnx=1"] answer="A,B,C" hint="Use standard limits and growth comparison." solution="1. True. This is a standard logarithmic limit.
True. This is a standard exponential limit.
True. Since exponential growth dominates polynomial growth, exx3→0, which is finite.
False. Since lnx grows slower than x, xlnx→0.
Hence the correct answer is A,B,C."
:::
:::question type="SUB" question="Evaluate x→0limx2ex−1−ln(1+x)." answer="1" hint="Use second-order expansions." solution="As x→0,
ex−1=x+2x2+o(x2)
and
ln(1+x)=x−2x2+o(x2).
Therefore,
ex−1−ln(1+x)=x+2x2−x+2x2+o(x2)=x2+o(x2).
Hence,
limx→0x2ex−1−ln(1+x)=1.
So the answer is 1."
:::
---
Summary
❗Key Takeaways for CMI
ln(1+x) and ex−1 both behave like x near 0.
If the inner quantity is u(x)→0, replace by ln(1+u)∼u and eu−1∼u.
Use second-order expansions when first-order terms cancel.
At infinity, logarithms grow slower than powers, and powers grow slower than exponentials.
The main challenge is recognizing the correct order of approximation.
Many hard-looking questions collapse once the correct equivalent is chosen.
---
💡Next Up
Proceeding to Infinite limits.
---
Part 5: Infinite limits
Infinite Limits
Overview
Infinite limits describe what happens when the values of a function become arbitrarily large in magnitude near a point. In calculus, this topic is closely tied to vertical asymptotes, sign analysis, and one-sided limits. In CMI-style questions, the real test is often not symbol pushing, but understanding from which side the function approaches the point and whether it tends to +∞ or −∞.
---
Learning Objectives
❗By the End of This Topic
After studying this topic, you will be able to:
interpret limits of the form limx→af(x)=∞ and limx→af(x)=−∞,
detect vertical asymptotes from algebraic expressions,
evaluate one-sided infinite limits,
use sign analysis near problematic points,
distinguish between non-existence of a finite limit and existence of an infinite one-sided behavior.
---
Core Idea
📖What is an Infinite Limit?
We say
limx→af(x)=+∞
if f(x) becomes arbitrarily large positive as x approaches a.
Similarly,
limx→af(x)=−∞
if f(x) becomes arbitrarily large negative as x approaches a.
These statements do not mean that the function actually attains the value ∞. They describe unbounded behavior near the point.
---
Infinite Limit and Vertical Asymptote
📐Vertical Asymptote Test
If at least one of the following holds:
limx→a−f(x)=±∞ or
limx→a+f(x)=±∞
then the line
x=a
is a vertical asymptote of the graph of f(x).
❗Important Distinction
A vertical asymptote is about behavior nearx=a, not necessarily at x=a.
The function may be:
undefined at x=a,
defined at x=a with a different value,
or even modified there without changing the asymptote.
---
One-Sided Limits Matter
📐Need Both Sides Separately
To study limx→af(x) near a denominator zero or other singularity, compute:
limx→a−f(x) and
limx→a+f(x)
If these are different, the two-sided limit does not exist.
For example, for
f(x)=x1
we have
limx→0−x1=−∞
and
limx→0+x1=+∞
So the two-sided limit at 0 does not exist, even though each one-sided limit is infinite.
---
Standard Algebraic Situations
📐Typical Infinite-Limit Forms
(x−a)n1
(x−a)nk
rational functions where denominator vanishes at x=a but numerator does not
expressions involving factors such as
x−a1, (x−a)21, (x−a)31
---
Sign Rules Near a Point
💡Fast Sign Analysis
Near x=a:
if the denominator behaves like (x−a), then sign changes across a
if the denominator behaves like (x−a)2, it stays non-negative on both sides
odd powers preserve sign changes
even powers remove sign changes
Examples:
x−a1 gives opposite signs on the two sides
(x−a)21 gives +∞ on both sides
(x−a)2−1 gives −∞ on both sides
---
Minimal Worked Examples
Example 1
Find
limx→2(x−2)21
Since (x−2)2>0 for x=2 and becomes very small positive near x=2,
(x−2)21→+∞
Therefore,
limx→2(x−2)21=+∞
---
Example 2
Find
limx→3−x−31
As x→3−, the quantity x−3 is negative and very close to 0.
So,
x−31→−∞
Hence,
limx→3−x−31=−∞
---
Rational Functions
📐Rational Function Rule
If
f(x)=Q(x)P(x)
and at x=a:
Q(a)=0,
P(a)=0,
then an infinite limit may occur near x=a.
To determine whether it is +∞ or −∞, check the sign of numerator and denominator on each side of a.
If both numerator and denominator vanish, then more analysis is needed; the limit may be finite, infinite, or fail to exist.
---
Even and Odd Multiplicity Idea
❗Multiplicity Controls Sign Behavior
Suppose near x=a, the dominant denominator factor is (x−a)m.
If m is odd, the sign changes across a.
If m is even, the sign stays the same across a.
This is a quick way to predict whether the left and right infinite limits match or differ.
---
Infinite Limit Does Not Mean Ordinary Limit Exists
⚠️Do Not Confuse These
If
limx→a−f(x)=+∞<br>and<br>limx→a+f(x)=+∞
then we often write
limx→af(x)=+∞
But this is not a finite real limit.
If the two sides are different, for example +∞ on one side and −∞ on the other, then the two-sided limit does not exist.
---
Common Patterns
📐Patterns You Should Recognize
x−a1
(x−a)21
(x−a)nk
rational functions with denominator zero
sign-analysis problems asking for left and right limits separately
---
Common Mistakes
⚠️Avoid These Errors
❌ writing the two-sided limit without checking both sides,
✅ always compute left-hand and right-hand behavior
❌ ignoring the sign of the denominator,
✅ check whether the denominator is positive or negative near the point
❌ assuming every denominator zero gives an infinite limit,
✅ if numerator also becomes zero, more work is needed
❌ confusing undefined value with infinite limit,
✅ the function may be undefined at the point but still have an infinite limit nearby
---
CMI Strategy
💡How to Attack Infinite-Limit Problems
first identify where the denominator or expression becomes problematic,
examine the sign from the left and from the right,
use factorization whenever possible,
pay attention to odd versus even powers,
decide whether the two-sided limit exists or only the one-sided limits do.
---
Practice Questions
:::question type="MCQ" question="The value of limx→1(x−1)21 is" options=["0","Does not exist","+∞","−∞"] answer="C" hint="Square in the denominator controls the sign." solution="As x→1, the quantity (x−1)2 becomes very small and remains positive. Therefore
(x−1)21
becomes arbitrarily large positive.
So
limx→1(x−1)21=+∞.
Hence the correct option is C."
:::
:::question type="NAT" question="If f(x)=x−41, then find the value of limx→4−f(x) in the form +∞ or −∞." answer="-infinity" hint="Approach 4 from the left." solution="When x→4−, we have
x−4<0
and it becomes very close to 0.
Therefore
x−41
becomes very large negative.
So
limx→4−x−41=−∞.
Hence the answer is −∞."
:::
:::question type="MSQ" question="Which of the following statements are true?" options=["If limx→a−f(x)=+∞ and limx→a+f(x)=+∞, then x=a is a vertical asymptote","If limx→a−f(x)=−∞ and limx→a+f(x)=+∞, then the two-sided limit at a exists","For (x−a)21, the left-hand and right-hand infinite limits have the same sign","For x−a1, the left-hand and right-hand infinite limits always have the same sign"] answer="A,C" hint="Check one-sided behavior carefully." solution="1. True. If the function becomes unbounded near x=a, then x=a is a vertical asymptote.
False. If the left and right behaviors differ, the two-sided limit does not exist.
True. Because (x−a)2 is positive on both sides of a, both sides have the same sign.
False. For x−a1, the sign changes across a.
Hence the correct answer is A,C."
:::
:::question type="SUB" question="Find limx→2−x−23 and limx→2+x−23. Hence comment on limx→2x−23." answer="Left-hand limit is −∞, right-hand limit is +∞, so the two-sided limit does not exist" hint="Check the sign of x−2 on each side of 2." solution="As x→2−, we have
x−2<0
and very close to 0. Therefore
x−23→−∞.
As x→2+, we have
x−2>0
and very close to 0. Therefore
x−23→+∞.
So,
limx→2−x−23=−∞
and
limx→2+x−23=+∞.
Since the left-hand and right-hand limits are different, the two-sided limit
limx→2x−23
does not exist."
:::
---
Summary
❗Key Takeaways for CMI
Infinite limits describe unbounded behavior near a point.
One-sided limits are often essential.
A vertical asymptote occurs when the function tends to ±∞ near a point.
Odd powers usually change sign across the point; even powers usually do not.
Denominator zero with nonzero numerator is a standard source of infinite limits.
A two-sided limit exists only when the left-hand and right-hand behaviors match.
Chapter Summary
❗Limits — Key Points
Formal Definition & Existence: A limit limx→af(x) exists if and only if the one-sided limits, limx→a−f(x) and limx→a+f(x), are equal. Understanding the ϵ−δ definition provides a rigorous foundation. Algebraic Evaluation Techniques: Mastery of methods such as direct substitution, factorization, and rationalization is crucial for evaluating limits, particularly when encountering indeterminate forms like 0/0 or ∞/∞. Special Limits: Proficiency with fundamental trigonometric limits (e.g., limx→0xsinx=1) and limits involving exponential and logarithmic functions (e.g., limx→0(1+x)1/x=e) is essential. Limits at Infinity and Infinite Limits: Techniques for evaluating limits as x→±∞ are used to identify horizontal asymptotes. Limits that result in ±∞ at finite points indicate vertical asymptotes. * Squeeze Theorem: This powerful theorem allows for the determination of limits for functions that are bounded between two other functions whose limits are known and equal at the point of interest.
---
Chapter Review Questions
:::question type="MCQ" question="Evaluate limx→−1x2−1x3+1." options=["−23", "23", "−1", "0"] answer="−23" hint="Factorize the numerator and denominator to cancel common terms." solution="The numerator x3+1 factors as (x+1)(x2−x+1). The denominator x2−1 factors as (x−1)(x+1). So, limx→−1x2−1x3+1=limx→−1(x−1)(x+1)(x+1)(x2−x+1)=limx→−1x−1x2−x+1. Substituting x=−1, we get −1−1(−1)2−(−1)+1=−21+1+1=−23=−23." :::
:::question type="NAT" question="Let f(x)={2x+kx2−1x<2x≥2. For limx→2f(x) to exist, what must be the value of k?" answer="-1" hint="For a limit to exist at a point, the left-hand limit and the right-hand limit must be equal." solution="For limx→2f(x) to exist, the left-hand limit must equal the right-hand limit. limx→2−f(x)=limx→2−(2x+k)=2(2)+k=4+k. limx→2+f(x)=limx→2+(x2−1)=22−1=4−1=3. Setting these equal: 4+k=3⟹k=3−4=−1." :::
:::question type="MCQ" question="Evaluate limx→0xtan(3x)." options=["0", "1", "3", "∞"] answer="3" hint="Rewrite tan(3x) in terms of sin(3x) and cos(3x), then use the special limit limu→0usinu=1." solution="We can rewrite the expression as: limx→0xtan(3x)=limx→0xcos(3x)sin(3x). To use the special limit limu→0usinu=1, we multiply and divide by 3: limx→03xsin(3x)⋅cos(3x)3. As x→0, 3x→0, so limx→03xsin(3x)=1. Also, limx→0cos(3x)=cos(0)=1. Therefore, the limit is 1⋅13=3." :::
:::question type="NAT" question="Evaluate limx→0xx+4−2." answer="0.25" hint="This is an indeterminate form 0/0. Multiply the numerator and denominator by the conjugate of the numerator." solution="This is an indeterminate form 0/0. We multiply the numerator and denominator by the conjugate of the numerator, which is x+4+2:
x→0limxx+4−2=x→0limx(x+4+2)(x+4−2)(x+4+2)
=x→0limx(x+4+2)(x+4)−4
=x→0limx(x+4+2)x
For x=0, we can cancel x:
=x→0limx+4+21
Now, substitute x=0:
=0+4+21=4+21=2+21=41
As a decimal, 41=0.25." :::
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What's Next?
💡Continue Your CMI Journey
Having mastered the fundamentals of limits, you are well-prepared for the subsequent core concepts in Calculus. The concept of limits forms the bedrock for understanding Continuity of functions, which builds directly on the existence and value of limits. More critically, limits are the definitional basis for Derivatives, the rate of change of a function, and play a crucial role in the development of Integrals through Riemann sums. A solid grasp of limits is indispensable for success in these advanced topics.
🎯 Key Points to Remember
✓Master the core concepts in Limits before moving to advanced topics
✓Practice with previous year questions to understand exam patterns
✓Review short notes regularly for quick revision before exams