100% FREE Updated: Apr 2026 Calculus Limits and Continuity

Limits

Comprehensive study notes on Limits for CMI BS Hons preparation. This chapter covers key concepts, formulas, and examples needed for your exam.

Limits

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.

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Chapter Contents

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| Topic |

|---|-------| | 1 | Algebraic limits | | 2 | One-sided limits | | 3 | Trigonometric limits | | 4 | Limits involving logarithm and exponential | | 5 | Infinite limits |

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We begin with Algebraic limits.

Part 1: Algebraic limits

Algebraic Limits

Overview

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. ---

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\dfrac{0}{0}.

  • 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.

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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:

    • limxax2a2xa\lim\limits_{x\to a}\dfrac{x^2-a^2}{x-a}

    • limxaxaxa\lim\limits_{x\to a}\dfrac{\sqrt{x}-\sqrt{a}}{x-a}
        • limxaxnanxa\lim\limits_{x\to a}\dfrac{x^n-a^n}{x-a}


      The goal is usually to remove the form that causes direct substitution to fail.

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First Check: Direct Substitution

📐 Direct Substitution Principle

If a function is defined and algebraically well-behaved at x=ax=a, then

limxaf(x)=f(a)\qquad \lim_{x\to a} f(x) = f(a)

This works immediately for:

    • polynomials

    • rational functions with nonzero denominator at x=ax=a

    • many algebraic expressions where no undefined form appears

Example limx2(3x25x+1)=3(2)25(2)+1=1210+1=3\qquad \lim_{x\to 2}(3x^2-5x+1)=3(2)^2-5(2)+1=12-10+1=3 ---

The Main Warning Sign

⚠️ Indeterminate Form 00\dfrac{0}{0}

If direct substitution gives

00\qquad \dfrac{0}{0}

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=ax=a, try factoring.

Example pattern:
x2a2=(xa)(x+a)\qquad x^2-a^2 = (x-a)(x+a)

So,

limxax2a2xa<br>=limxa(x+a)=2a\qquad \lim_{x\to a}\dfrac{x^2-a^2}{x-a} <br>= \lim_{x\to a}(x+a)=2a

Example 1 Evaluate limx3x29x3\qquad \lim_{x\to 3}\dfrac{x^2-9}{x-3} Factor numerator: x29=(x3)(x+3)\qquad x^2-9=(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\boxed{6}. ---

Method 2: Rationalise Using Conjugates

📐 Conjugate Method

If radicals create 00\dfrac{0}{0}, multiply by the conjugate.

Example pattern:
xa\qquad \sqrt{x}-\sqrt{a}

Use the conjugate:
x+a\qquad \sqrt{x}+\sqrt{a}

because

(xa)(x+a)=xa\qquad (\sqrt{x}-\sqrt{a})(\sqrt{x}+\sqrt{a}) = x-a

Example 2 Evaluate limx4x2x4\qquad \lim_{x\to 4}\dfrac{\sqrt{x}-2}{x-4} Multiply numerator and denominator by x+2\sqrt{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=4x=4: $\qquad \lim_{x\to 4}\dfrac{1}{\sqrt{x}+2} = \dfrac{1}{4}$ So the limit is 14\boxed{\dfrac{1}{4}}. ---

Method 3: Common Algebraic Patterns

📐 Important Standard Patterns

  • limxax2a2xa=2a\qquad \lim_{x\to a}\dfrac{x^2-a^2}{x-a}=2a


  • limxaxnanxa=nan1\qquad \lim_{x\to a}\dfrac{x^n-a^n}{x-a}=na^{n-1} for positive integers nn


  • limxaxaxa=12a\qquad \lim_{x\to a}\dfrac{\sqrt{x}-\sqrt{a}}{x-a}=\dfrac{1}{2\sqrt{a}} for a>0a>0

    • limxaxaxa=2a\qquad \lim_{x\to a}\dfrac{x-a}{\sqrt{x}-\sqrt{a}}=2\sqrt{a} for a>0a>0

These are best understood by algebra, not memorised blindly. ---

Difference of Powers

📐 Useful Factorisation

For positive integer nn,

xnan=(xa)(xn1+xn2a++xan2+an1)\qquad x^n-a^n=(x-a)(x^{n-1}+x^{n-2}a+\cdots+xa^{n-2}+a^{n-1})

This is extremely useful in limits of the form

limxaxnanxa\qquad \lim_{x\to a}\dfrac{x^n-a^n}{x-a}

Example 3 Evaluate limx2x38x2\qquad \lim_{x\to 2}\dfrac{x^3-8}{x-2} Factor: x38=(x2)(x2+2x+4)\qquad x^3-8=(x-2)(x^2+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\boxed{12}. ---

Rational Expressions

Rational Function Strategy

If the limit is of the form

limxaP(x)Q(x)\qquad \lim_{x\to a}\dfrac{P(x)}{Q(x)}

then:

    • if Q(a)0Q(a)\ne0, use direct substitution

    • if P(a)=Q(a)=0P(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\dfrac{0}{0} 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
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CMI Strategy

💡 How to Attack Algebraic Limits

  • Try direct substitution first.

  • If you get a number, stop.

  • If you get 00\dfrac{0}{0}, 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 limx2x24x2\lim\limits_{x\to 2}\dfrac{x^2-4}{x-2} is" options=["22","44","66","Does not exist"] answer="B" hint="Factor the numerator." solution="We factor: x24=(x2)(x+2)\qquad x^2-4=(x-2)(x+2) So, x24x2=x+2for x2\qquad \dfrac{x^2-4}{x-2}=x+2 \quad \text{for } x\ne2 Hence, limx2x24x2=limx2(x+2)=4\qquad \lim_{x\to2}\dfrac{x^2-4}{x-2}=\lim_{x\to2}(x+2)=4 Therefore the correct option is B\boxed{B}." ::: :::question type="NAT" question="Find limx9x3x9\lim\limits_{x\to 9}\dfrac{\sqrt{x}-3}{x-9}." answer="0.1667" hint="Use the conjugate of the numerator." solution="Multiply numerator and denominator by x+3\sqrt{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: limx91x+3=16\qquad \lim_{x\to9}\dfrac{1}{\sqrt{x}+3}=\dfrac{1}{6} So the answer is 16\boxed{\dfrac{1}{6}}. In decimal form, 160.1667\qquad \dfrac{1}{6}\approx 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\dfrac{0}{0}, the limit does not exist","For a>0a>0, limxaxaxa=12a\lim\limits_{x\to a}\dfrac{\sqrt{x}-\sqrt{a}}{x-a}=\dfrac{1}{2\sqrt{a}}","The identity x2a2=(xa)(x+a)x^2-a^2=(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\dfrac{0}{0} 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\boxed{A,C,D}." ::: :::question type="SUB" question="Evaluate limx3x327x3\lim\limits_{x\to 3}\dfrac{x^3-27}{x-3}." answer="2727" hint="Use difference of cubes." solution="We use x327=(x3)(x2+3x+9)\qquad x^3-27=(x-3)(x^2+3x+9) So, x327x3=x2+3x+9for x3\qquad \dfrac{x^3-27}{x-3}=x^2+3x+9 \quad \text{for } x\ne3 Now take the limit: limx3(x2+3x+9)=9+9+9=27\qquad \lim_{x\to3}(x^2+3x+9)=9+9+9=27 Therefore the answer is 27\boxed{27}." ::: ---

    Summary

    Key Takeaways for CMI

    • Always try direct substitution first.

    • The form 00\dfrac{0}{0} 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.

    ---

    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)f(x) be defined near x=ax=a.

      • The left-hand limit of f(x)f(x) as xax\to a is written as


    limxaf(x)\qquad \lim_{x\to a^-} f(x)

    It means that xx approaches aa through values smaller than aa.

      • The right-hand limit of f(x)f(x) as xax\to a is written as


    limxa+f(x)\qquad \lim_{x\to a^+} f(x)

    It means that xx approaches aa through values greater than aa.

    Existence of Two-Sided Limit

    The limit

    limxaf(x)\qquad \lim_{x\to a} f(x)

    exists if and only if both one-sided limits exist and are equal:

    limxaf(x)=limxa+f(x)\qquad \lim_{x\to a^-} f(x)=\lim_{x\to a^+} f(x)

    ---

    One-Sided Limits and Continuity

    📐 Continuity at a Point

    A function ff is continuous at x=ax=a if:

    • f(a)f(a) is defined

    • limxaf(x)\lim_{x\to a} f(x) exists

    • limxaf(x)=f(a)\lim_{x\to a} f(x)=f(a)


    So, in particular, continuity at aa requires

    limxaf(x)=limxa+f(x)=f(a)\qquad \lim_{x\to a^-} f(x)=\lim_{x\to 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=0x=0:

      • if x<0x<0, then x=x|x|=-x

      • if x>0x>0, then x=x|x|=x


    More generally, near x=ax=a, the sign of (xa)(x-a) changes on the two sides, so expressions involving xa|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 limxaf(x)\lim_{x\to a^-} f(x):

    • use only values of xx less than aa

    • simplify the expression locally

    • do not use the right-side formula or behaviour


    To find limxa+f(x)\lim_{x\to a^+} f(x):
    • use only values of xx greater than aa

    • 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=2x=2. From the left, use x+1x+1: limx2f(x)=2+1=3\qquad \lim_{x\to 2^-} f(x)=2+1=3 From the right, use 5x5-x: limx2+f(x)=52=3\qquad \lim_{x\to 2^+} f(x)=5-2=3 So both one-sided limits are equal, and hence limx2f(x)=3\qquad \lim_{x\to 2} f(x)=3 --- Example 2 Find the one-sided limits of xx\qquad \dfrac{|x|}{x} at x=0x=0. If x<0x<0, then x=x|x|=-x, so xx=xx=1\qquad \dfrac{|x|}{x}=\dfrac{-x}{x}=-1 Hence, limx0xx=1\qquad \lim_{x\to 0^-}\dfrac{|x|}{x}=-1 If x>0x>0, then x=x|x|=x, so xx=xx=1\qquad \dfrac{|x|}{x}=\dfrac{x}{x}=1 Hence, limx0+xx=1\qquad \lim_{x\to 0^+}\dfrac{|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 xa|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=ax=a from the left to get limxaf(x)\lim_{x\to a^-}f(x)

      • trace the curve toward x=ax=a from the right to get limxa+f(x)\lim_{x\to a^+}f(x)


    The actual value f(a)f(a) may be different from both one-sided limits.

    ⚠️ Do Not Mix These Three

    At a point x=ax=a, always separate:

      • limxaf(x)\lim_{x\to a^-} f(x)

      • limxa+f(x)\lim_{x\to a^+} f(x)

      • f(a)f(a)


    These need not be equal.

    ---

    Important Consequences

    When the Two-Sided Limit Fails

    If

    limxaf(x)limxa+f(x)\qquad \lim_{x\to a^-} f(x)\ne \lim_{x\to a^+} f(x)

    then

    limxaf(x)\qquad \lim_{x\to a} f(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 limxaf(x)\lim_{x\to a} f(x) exists, the actual value of f(a)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,x1f(x)=\begin{cases}2x+1, & x<1\x+2, & x\ge1\end{cases}. Then limx1f(x)\lim_{x\to1^-}f(x) is" options=["11","22","33","44"] answer="C" hint="Use the formula valid for x<1x<1." solution="For the left-hand limit at x=1x=1, we use the branch valid for x<1x<1, namely f(x)=2x+1f(x)=2x+1. So, limx1f(x)=2(1)+1=3\qquad \lim_{x\to1^-}f(x)=2(1)+1=3 Therefore the correct option is C\boxed{C}." ::: :::question type="NAT" question="Find limx0+xx\lim_{x\to0^+}\dfrac{|x|}{x}." answer="1" hint="For x>0x>0, x=x|x|=x." solution="As x0+x\to0^+, we have x>0x>0, so x=x\qquad |x|=x Hence, xx=xx=1\qquad \dfrac{|x|}{x}=\dfrac{x}{x}=1 Therefore, limx0+xx=1\qquad \lim_{x\to0^+}\dfrac{|x|}{x}=1 So the answer is 1\boxed{1}." ::: :::question type="MSQ" question="Which of the following statements are true?" options=["If limxaf(x)\lim_{x\to a^-}f(x) and limxa+f(x)\lim_{x\to a^+}f(x) exist and are equal, then limxaf(x)\lim_{x\to a}f(x) exists","If f(a)f(a) is defined, then limxaf(x)\lim_{x\to a}f(x) must exist","A two-sided limit can exist even if f(a)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)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\boxed{A,C,D}." ::: :::question type="SUB" question="For the function f(x)={x2,x<12x1,x1f(x)=\begin{cases}x^2, & x<1\\2x-1, & x\ge1\end{cases}, examine the limit and continuity at x=1x=1." answer="The limit exists and equals 11; the function is continuous at x=1x=1." hint="Compute both one-sided limits and compare with f(1)f(1)." solution="For x<1x<1, f(x)=x2f(x)=x^2. Hence limx1f(x)=12=1\qquad \lim_{x\to1^-}f(x)=1^2=1 For x1x\ge1, f(x)=2x1f(x)=2x-1. Hence limx1+f(x)=2(1)1=1\qquad \lim_{x\to1^+}f(x)=2(1)-1=1 Since the two one-sided limits are equal, we get limx1f(x)=1\qquad \lim_{x\to1}f(x)=1 Now, f(1)=2(1)1=1\qquad f(1)=2(1)-1=1 So, limx1f(x)=f(1)\qquad \lim_{x\to1}f(x)=f(1) Therefore the function is continuous at x=1x=1, and the limit equals 1\boxed{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)f(a) and the limit at aa 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.

    ---

    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\sin x, tanx\tan x, and cosx\cos x 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 x0x \to 0,

      • sinxx1\dfrac{\sin x}{x} \to 1

      • tanxx1\dfrac{\tan x}{x} \to 1

      • 1cosxx0\dfrac{1-\cos x}{x} \to 0

      • 1cosxx212\dfrac{1-\cos x}{x^2} \to \dfrac{1}{2}

      • cosx1x212\dfrac{\cos x-1}{x^2} \to -\dfrac{1}{2}

    Radian Warning

    These limits are valid in their standard form only when the angle is measured in radians.

    For example,
    limx0sinxx=1\qquad \lim_{x\to 0}\dfrac{\sin x}{x}=1
    is true only when xx is in radians.

    ---

    Why sinxx\dfrac{\sin x}{x} Matters

    📖 Fundamental Trigonometric Limit

    The limit

    limx0sinxx=1\qquad \lim_{x\to 0}\dfrac{\sin x}{x}=1

    is the fundamental trigonometric limit. Many other trigonometric limits are derived from it by algebraic manipulation, substitution, or identities.

    📐 Immediate Consequences

    Using
    tanxx=sinxxcosx\qquad \dfrac{\tan x}{x}=\dfrac{\sin x}{x\cos x}

    and cosx1\cos x \to 1 as x0x\to 0, we get

    limx0tanxx=1\qquad \lim_{x\to 0}\dfrac{\tan x}{x}=1

    Also, from
    1cosx=2sin2(x2)\qquad 1-\cos x = 2\sin^2\left(\dfrac{x}{2}\right)

    we get

    limx01cosxx2=12\qquad \lim_{x\to 0}\dfrac{1-\cos x}{x^2}=\dfrac{1}{2}

    ---

    Derived Standard Forms

    📐 Very Useful Derived Limits

    As x0x \to 0,

      • sin(ax)ax1\dfrac{\sin(ax)}{ax} \to 1

      • sin(ax)xa\dfrac{\sin(ax)}{x} \to a

      • tan(ax)xa\dfrac{\tan(ax)}{x} \to a

      • 1cos(ax)x2a22\dfrac{1-\cos(ax)}{x^2} \to \dfrac{a^2}{2}

      • cos(ax)1x2a22\dfrac{\cos(ax)-1}{x^2} \to -\dfrac{a^2}{2}

    These come from substitution. For example, sin(ax)x=asin(ax)ax\qquad \dfrac{\sin(ax)}{x} = a \cdot \dfrac{\sin(ax)}{ax} and as x0x\to 0, we have ax0ax\to 0. ---

    Essential Identities for Limit Problems

    📐 Identities You Will Use Often
      • sin2x=2sinxcosx\sin 2x = 2\sin x \cos x
      • cos2x=12sin2x\cos 2x = 1 - 2\sin^2 x
      • 1cosx=2sin2(x2)1-\cos x = 2\sin^2\left(\dfrac{x}{2}\right)
      • \(\cos x - 1 = -2\sin^2\left(\dfrac{x}{2}\right)\)
      • tanx=sinxcosx\tan x = \dfrac{\sin x}{\cos x}
    These identities help convert an unfamiliar expression into a standard limit. ---

    Standard Techniques

    💡 Method 1: Match a Standard Form

    When you see sin(small quantity)\sin(\text{small quantity}), try to create

    sinuu\qquad \dfrac{\sin u}{u}

    When you see 1cos(small quantity)1-\cos(\text{small quantity}), try to create

    1cosuu2\qquad \dfrac{1-\cos u}{u^2}

    💡 Method 2: Use Substitution

    If the limit contains sin(3x)\sin(3x) or tan(5x)\tan(5x), let

    u=3xoru=5x\qquad u=3x \quad \text{or} \quad u=5x

    and reduce to a standard form.

    💡 Method 3: Use Identities First

    Expressions like 1cosx1-\cos x, sin2x\sin 2x, or tanx\tan x often become manageable only after using a trigonometric identity.

    ---

    Minimal Worked Examples

    Example 1 Evaluate limx0sin5xx\qquad \lim_{x\to 0}\dfrac{\sin 5x}{x} Write sin5xx=5sin5x5x\qquad \dfrac{\sin 5x}{x} = 5\cdot \dfrac{\sin 5x}{5x} As x0x\to 0, we get sin5x5x1\qquad \dfrac{\sin 5x}{5x}\to 1 So the limit is 5\qquad 5 --- Example 2 Evaluate limx01cosxx2\qquad \lim_{x\to 0}\dfrac{1-\cos x}{x^2} Use 1cosx=2sin2(x2)\qquad 1-\cos x = 2\sin^2\left(\dfrac{x}{2}\right) 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 x0x\to 0, sin(x/2)x/21\qquad \dfrac{\sin(x/2)}{x/2}\to 1 Hence the limit is 12\qquad \dfrac{1}{2} ---

    Small-Angle Approximation

    Useful Intuition Near x=0x=0

    For very small xx in radians,

      • sinxx\sin x \approx x

      • tanxx\tan x \approx x

      • cosx1x22\cos x \approx 1 - \dfrac{x^2}{2}


    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 sinxx1\dfrac{\sin x}{x}\to 1 when xx is in degrees
    ✅ Standard limit needs radians
      • ❌ Replacing 1cosxx\dfrac{1-\cos x}{x} by 12\dfrac{1}{2}
    ✅ Actually 1cosxx0\dfrac{1-\cos x}{x}\to 0
      • ❌ Forgetting to multiply by the coefficient when handling sin(ax)\sin(ax) or tan(ax)\tan(ax)
    ✅ Example: sin5xx=5sin5x5x\dfrac{\sin 5x}{x}=5\cdot \dfrac{\sin 5x}{5x}
      • ❌ Using identities incorrectly
    ✅ Check signs carefully, especially in cosx1\cos x - 1
    ---

    CMI Strategy

    💡 How to Attack Trigonometric Limit Questions

    • First check whether the angle tends to 00.

    • Try to create sinuu\dfrac{\sin u}{u}, tanuu\dfrac{\tan u}{u}, or 1cosuu2\dfrac{1-\cos u}{u^2}.

    • 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 limx0sin7xx\lim_{x\to 0}\dfrac{\sin 7x}{x} is" options=["11","77","17\dfrac{1}{7}","00"] answer="B" hint="Create the form sinuu\dfrac{\sin u}{u}." solution="Write sin7xx=7sin7x7x\qquad \dfrac{\sin 7x}{x}=7\cdot \dfrac{\sin 7x}{7x} As x0x\to 0, sin7x7x1\qquad \dfrac{\sin 7x}{7x}\to 1 Hence the limit is 7\qquad 7 So the correct option is B\boxed{B}." ::: :::question type="NAT" question="Find limx01cos2xx2\lim_{x\to 0}\dfrac{1-\cos 2x}{x^2}." answer="2" hint="Use the standard limit for 1cos(ax)x2\dfrac{1-\cos(ax)}{x^2}." solution="Using the identity 1cos2x=2sin2x\qquad 1-\cos 2x = 2\sin^2 x we get 1cos2xx2=2(sinxx)2\qquad \dfrac{1-\cos 2x}{x^2} = 2\left(\dfrac{\sin x}{x}\right)^2 As x0x\to 0, sinxx1\qquad \dfrac{\sin x}{x}\to 1 Therefore the limit is 212=2\qquad 2\cdot 1^2 = 2 Hence the answer is 2\boxed{2}." ::: :::question type="MSQ" question="Which of the following statements are true?" options=["limx0tanxx=1\lim_{x\to 0}\dfrac{\tan x}{x}=1","limx01cosxx2=12\lim_{x\to 0}\dfrac{1-\cos x}{x^2}=\dfrac{1}{2}","limx0sinxx=0\lim_{x\to 0}\dfrac{\sin x}{x}=0","limx0cosx1x2=12\lim_{x\to 0}\dfrac{\cos x-1}{x^2}=-\dfrac{1}{2}"] answer="A,B,D" hint="Recall the standard trigonometric limits exactly." solution="1. True.
  • True.
  • False, because limx0sinxx=1\lim_{x\to 0}\dfrac{\sin x}{x}=1.
  • True, since
  • cosx1x2=1cosxx212\qquad \dfrac{\cos x-1}{x^2}=-\dfrac{1-\cos x}{x^2}\to -\dfrac{1}{2} Hence the correct answer is A,B,D\boxed{A,B,D}." ::: :::question type="SUB" question="Evaluate limx0sin3xtan2x\lim_{x\to 0}\dfrac{\sin 3x}{\tan 2x}." answer="32\dfrac{3}{2}" 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 x0x\to 0, sin3x3x1\qquad \dfrac{\sin 3x}{3x}\to 1 and 2xtan2x1\qquad \dfrac{2x}{\tan 2x}\to 1 Therefore the limit is 1321=32\qquad 1\cdot \dfrac{3}{2}\cdot 1 = \dfrac{3}{2} Hence the answer is 32\boxed{\dfrac{3}{2}}." ::: ---

    Summary

    Key Takeaways for CMI

    • The fundamental trigonometric limit is sinxx1\dfrac{\sin x}{x}\to 1 as x0x\to 0.

    • The standard limits must be used in radians.

    • Many trigonometric limits reduce to standard forms after substitution or identities.

    • The limits involving 1cosx1-\cos x 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)\ln(1+x) and ex1e^x-1.

    • Use first-order and second-order equivalents correctly.

    • Handle compositions like ln(1+ϕ(x))\ln(1+\phi(x)) and eϕ(x)1e^{\phi(x)}-1.

    • Compare the growth of logarithm, powers, and exponentials as xx \to \infty.

    • Solve medium to hard limit problems involving quotients, nested expressions, and mixed asymptotics.

    ---

    Core Idea

    📖 What makes these limits special?

    Near x=0x=0, the functions ln(1+x)\ln(1+x) and ex1e^x-1 behave like xx itself:

    ln(1+x)x\qquad \ln(1+x) \sim x

    ex1x\qquad e^x-1 \sim x

    This means that in many limits, they can be replaced by xx at leading order.

    Similarly, for small uu:

      • ln(1+u)u\ln(1+u) \sim u

      • eu1ue^u-1 \sim u

      • au1ulnaa^u-1 \sim u\ln a

      • 1cosuu221-\cos u \sim \dfrac{u^2}{2}


    These are the main simplification tools for this topic.

    ---

    Fundamental Standard Limits

    📐 Main Standard Limits at 00

    • limx0ln(1+x)x=1\qquad \lim_{x\to0}\dfrac{\ln(1+x)}{x}=1


    • limx0ex1x=1\qquad \lim_{x\to0}\dfrac{e^x-1}{x}=1


    • limx0ax1x=lna(a>0, a1)\qquad \lim_{x\to0}\dfrac{a^x-1}{x}=\ln a \qquad (a>0,\ a\ne1)


    • limx0loga(1+x)x=1lna\qquad \lim_{x\to0}\dfrac{\log_a(1+x)}{x}=\dfrac{1}{\ln a}


    • limx0ln(1+ϕ(x))ϕ(x)=1\qquad \lim_{x\to0}\dfrac{\ln(1+\phi(x))}{\phi(x)}=1 if ϕ(x)0\phi(x)\to0


    • limx0eϕ(x)1ϕ(x)=1\qquad \lim_{x\to0}\dfrac{e^{\phi(x)}-1}{\phi(x)}=1 if ϕ(x)0\phi(x)\to0

    Most Important Consequence

    If ϕ(x)0\phi(x)\to0, then

    ln(1+ϕ(x))ϕ(x)\qquad \ln(1+\phi(x)) \sim \phi(x)

    eϕ(x)1ϕ(x)\qquad e^{\phi(x)}-1 \sim \phi(x)

    This is often the fastest way to solve the problem.

    ---

    First-Order Equivalents

    📐 Small-Quantity Equivalents

    As x0x\to0,

      • ln(1+x)x\ln(1+x) \sim x

      • ex1xe^x-1 \sim x

      • ax1xlnaa^x-1 \sim x\ln a

      • sinxx\sin x \sim x

      • tanxx\tan x \sim x

      • 1cosxx221-\cos x \sim \dfrac{x^2}{2}

    These can be combined. For example, as x0x\to0, ln(1+2x)e3x12x3x=23\qquad \dfrac{\ln(1+2x)}{e^{3x}-1} \sim \dfrac{2x}{3x}=\dfrac{2}{3} ---

    Second-Order Expansions

    📐 Second-Order Forms

    As x0x\to0,

    ln(1+x)=xx22+o(x2)\qquad \ln(1+x)=x-\dfrac{x^2}{2}+o(x^2)

    ex=1+x+x22+o(x2)\qquad e^x=1+x+\dfrac{x^2}{2}+o(x^2)

    Hence,

    ex1x=x22+o(x2)\qquad e^x-1-x=\dfrac{x^2}{2}+o(x^2)

    ln(1+x)x=x22+o(x2)\qquad \ln(1+x)-x=-\dfrac{x^2}{2}+o(x^2)

    These are used when first-order terms cancel. ---

    Growth Comparison at Infinity

    📐 Which One Grows Faster?

    As xx\to\infty,

    lnxxαax(α>0, a>1)\qquad \ln x \ll x^\alpha \ll a^x \qquad (\alpha>0,\ a>1)

    This means:

      • logarithm grows slower than every positive power

      • every positive power grows slower than an exponential

    High-Value Consequences

    As xx\to\infty,

      • lnxxα0(α>0)\qquad \dfrac{\ln x}{x^\alpha}\to0 \quad (\alpha>0)

      • xnex0(nN)\qquad \dfrac{x^n}{e^x}\to0 \quad (n\in\mathbb{N})

      • (lnx)mxα0(mN, α>0)\qquad \dfrac{(\ln x)^m}{x^\alpha}\to0 \quad (m\in\mathbb{N},\ \alpha>0)

    This is exactly the type of reasoning needed in limits such as limxx4+x6ex1x2\qquad \lim_{x\to\infty}\dfrac{x^4+x^6}{e^x-1-x^2} because the denominator is dominated by exe^x. ---

    Parameter and Composition Method

    💡 When a Small Expression Appears Inside Another

    If u(x)0u(x)\to0, then replace the outer function by its standard equivalent in terms of uu:

      • ln(1+u(x))u(x)\ln(1+u(x)) \sim u(x)

      • eu(x)1u(x)e^{u(x)}-1 \sim u(x)

      • au(x)1u(x)lnaa^{u(x)}-1 \sim u(x)\ln a


    So the problem becomes a limit in the simpler quantity u(x)u(x).

    Example limx0ln(1+x2)x2=1\qquad \lim_{x\to0}\dfrac{\ln(1+x^2)}{x^2}=1 because with u=x2u=x^2 we have ln(1+u)u\ln(1+u)\sim u. ---

    Minimal Worked Examples

    Example 1 Evaluate limx0ln(1+3x)x\qquad \lim_{x\to0}\dfrac{\ln(1+3x)}{x} Using ln(1+u)u\ln(1+u)\sim u with u=3xu=3x, ln(1+3x)x3xx=3\qquad \dfrac{\ln(1+3x)}{x} \sim \dfrac{3x}{x}=3 So the limit is 3\boxed{3}. --- Example 2 Evaluate limx0ln(1+2x)e3x1\qquad \lim_{x\to0}\dfrac{\ln(1+2x)}{e^{3x}-1} Use first-order equivalents: ln(1+2x)2x,e3x13x\qquad \ln(1+2x)\sim2x,\qquad e^{3x}-1\sim3x Hence, limx0ln(1+2x)e3x1=23\qquad \lim_{x\to0}\dfrac{\ln(1+2x)}{e^{3x}-1}=\dfrac{2}{3} So the limit is 23\boxed{\dfrac{2}{3}}. --- Example 3 Evaluate limx0ex1ln(1+x)x2\qquad \lim_{x\to0}\dfrac{e^x-1-\ln(1+x)}{x^2} Using second-order expansions, ex1=x+x22+o(x2)\qquad e^x-1=x+\dfrac{x^2}{2}+o(x^2) ln(1+x)=xx22+o(x2)\qquad \ln(1+x)=x-\dfrac{x^2}{2}+o(x^2) So, ex1ln(1+x)=x+x22x+x22+o(x2)=x2+o(x2)\qquad e^x-1-\ln(1+x)=x+\dfrac{x^2}{2}-x+\dfrac{x^2}{2}+o(x^2)=x^2+o(x^2) Therefore, limx0ex1ln(1+x)x2=1\qquad \lim_{x\to0}\dfrac{e^x-1-\ln(1+x)}{x^2}=1 Hence the limit is 1\boxed{1}. ---

    PYQ-Relevant Insight

    What the Given PYQs Are Really Testing

    The PYQs you provided test three deep habits:

    • Local replacement near 00

    - replace ln(1+u)\ln(1+u) by uu
    - replace eu1e^u-1 by uu
    - replace cosu\cos u by 1u221-\dfrac{u^2}{2} when needed

    • Order comparison

    - compare polynomial growth with exponential growth as xx\to\infty

    • Nested simplification

    - identify the real small quantity first, then simplify from inside out

    ---

    Common Mistakes

    ⚠️ Avoid These Errors
      • ❌ Using ln(1+x)x\ln(1+x)\sim x when the inner quantity does not tend to 00
      • ❌ Forgetting that ax1xlnaa^x-1 \sim x\ln a, not just xx
      • ❌ Using only first-order expansion when the first-order term cancels
      • ❌ Comparing lnx\ln x and exe^x incorrectly at infinity
      • ❌ Treating 0/00/0 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)\ln(1+u) by uu and eu1e^u-1 by uu whenever valid.

    • If first-order terms cancel, immediately move to second-order expansions.

    • For xx\to\infty, 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 limx0ln(1+2x)x\lim\limits_{x\to0}\dfrac{\ln(1+2x)}{x} is" options=["11","22","12\dfrac{1}{2}","00"] answer="B" hint="Use ln(1+u)u\ln(1+u)\sim u." solution="As x0x\to0, we have ln(1+2x)2x\qquad \ln(1+2x)\sim 2x. Therefore, limx0ln(1+2x)x=2\qquad \lim_{x\to0}\dfrac{\ln(1+2x)}{x}=2. Hence the correct option is B\boxed{B}." ::: :::question type="NAT" question="Find limx0e3x1x\lim\limits_{x\to0}\dfrac{e^{3x}-1}{x}." answer="3" hint="Use eu1ue^u-1\sim u with u=3xu=3x." solution="As x0x\to0, e3x13x\qquad e^{3x}-1\sim 3x. Hence, limx0e3x1x=3\qquad \lim_{x\to0}\dfrac{e^{3x}-1}{x}=3. Therefore the answer is 3\boxed{3}." ::: :::question type="MSQ" question="Which of the following statements are true?" options=["limx0ln(1+x)x=1\lim\limits_{x\to0}\dfrac{\ln(1+x)}{x}=1","limx0ex1x=1\lim\limits_{x\to0}\dfrac{e^x-1}{x}=1","limxx3ex\lim\limits_{x\to\infty}\dfrac{x^3}{e^x} is finite","limxlnxx=1\lim\limits_{x\to\infty}\dfrac{\ln x}{x}=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, x3ex0\dfrac{x^3}{e^x}\to0, which is finite.
  • False. Since lnx\ln x grows slower than xx, lnxx0\dfrac{\ln x}{x}\to0.
  • Hence the correct answer is A,B,C\boxed{A,B,C}." ::: :::question type="SUB" question="Evaluate limx0ex1ln(1+x)x2\lim\limits_{x\to0}\dfrac{e^x-1-\ln(1+x)}{x^2}." answer="11" hint="Use second-order expansions." solution="As x0x\to0, ex1=x+x22+o(x2)\qquad e^x-1=x+\dfrac{x^2}{2}+o(x^2) and ln(1+x)=xx22+o(x2)\qquad \ln(1+x)=x-\dfrac{x^2}{2}+o(x^2). Therefore, ex1ln(1+x)=x+x22x+x22+o(x2)=x2+o(x2)\qquad e^x-1-\ln(1+x)=x+\dfrac{x^2}{2}-x+\dfrac{x^2}{2}+o(x^2)=x^2+o(x^2). Hence, limx0ex1ln(1+x)x2=1\qquad \lim_{x\to0}\dfrac{e^x-1-\ln(1+x)}{x^2}=1. So the answer is 1\boxed{1}." ::: ---

    Summary

    Key Takeaways for CMI

    • ln(1+x)\ln(1+x) and ex1e^x-1 both behave like xx near 00.

    • If the inner quantity is u(x)0u(x)\to0, replace by ln(1+u)u\ln(1+u)\sim u and eu1ue^u-1\sim 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 ++\infty or -\infty. ---

    Learning Objectives

    By the End of This Topic

    After studying this topic, you will be able to:

    • interpret limits of the form limxaf(x)=\lim_{x\to a} f(x)=\infty and limxaf(x)=\lim_{x\to a} f(x)=-\infty,

    • 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

    limxaf(x)=+\qquad \lim_{x\to a} f(x)=+\infty

    if f(x)f(x) becomes arbitrarily large positive as xx approaches aa.

    Similarly,

    limxaf(x)=\qquad \lim_{x\to a} f(x)=-\infty

    if f(x)f(x) becomes arbitrarily large negative as xx approaches aa.

    These statements do not mean that the function actually attains the value \infty. They describe unbounded behavior near the point.

    ---

    Infinite Limit and Vertical Asymptote

    📐 Vertical Asymptote Test

    If at least one of the following holds:

    limxaf(x)=±\qquad \lim_{x\to a^-} f(x)=\pm\infty
    or
    limxa+f(x)=±\qquad \lim_{x\to a^+} f(x)=\pm\infty

    then the line

    x=a\qquad x=a

    is a vertical asymptote of the graph of f(x)f(x).

    Important Distinction

    A vertical asymptote is about behavior near x=ax=a, not necessarily at x=ax=a.

    The function may be:

      • undefined at x=ax=a,

      • defined at x=ax=a with a different value,

      • or even modified there without changing the asymptote.

    ---

    One-Sided Limits Matter

    📐 Need Both Sides Separately

    To study limxaf(x)\lim_{x\to a} f(x) near a denominator zero or other singularity, compute:

    limxaf(x)\qquad \lim_{x\to a^-} f(x)
    and
    limxa+f(x)\qquad \lim_{x\to a^+} f(x)

    If these are different, the two-sided limit does not exist.

    For example, for f(x)=1x\qquad f(x)=\dfrac{1}{x} we have limx01x=\qquad \lim_{x\to 0^-}\dfrac{1}{x}=-\infty and limx0+1x=+\qquad \lim_{x\to 0^+}\dfrac{1}{x}=+\infty So the two-sided limit at 00 does not exist, even though each one-sided limit is infinite. ---

    Standard Algebraic Situations

    📐 Typical Infinite-Limit Forms

    • 1(xa)n\dfrac{1}{(x-a)^n}


    • k(xa)n\dfrac{k}{(x-a)^n}


    • rational functions where denominator vanishes at x=ax=a but numerator does not


    • expressions involving factors such as

    1xa\qquad \dfrac{1}{x-a}, 1(xa)2\dfrac{1}{(x-a)^2}, 1(xa)3\dfrac{1}{(x-a)^3}

    ---

    Sign Rules Near a Point

    💡 Fast Sign Analysis

    Near x=ax=a:

      • if the denominator behaves like (xa)(x-a), then sign changes across aa

      • if the denominator behaves like (xa)2(x-a)^2, it stays non-negative on both sides

      • odd powers preserve sign changes

      • even powers remove sign changes


    Examples:
      • 1xa\dfrac{1}{x-a} gives opposite signs on the two sides

      • 1(xa)2\dfrac{1}{(x-a)^2} gives ++\infty on both sides

      • 1(xa)2\dfrac{-1}{(x-a)^2} gives -\infty on both sides

    ---

    Minimal Worked Examples

    Example 1 Find limx21(x2)2\qquad \lim_{x\to 2}\dfrac{1}{(x-2)^2} Since (x2)2>0(x-2)^2>0 for x2x\ne 2 and becomes very small positive near x=2x=2, 1(x2)2+\qquad \dfrac{1}{(x-2)^2}\to +\infty Therefore, limx21(x2)2=+\qquad \lim_{x\to 2}\dfrac{1}{(x-2)^2}=+\infty --- Example 2 Find limx31x3\qquad \lim_{x\to 3^-}\dfrac{1}{x-3} As x3x\to 3^-, the quantity x3x-3 is negative and very close to 00. So, 1x3\qquad \dfrac{1}{x-3}\to -\infty Hence, limx31x3=\qquad \lim_{x\to 3^-}\dfrac{1}{x-3}=-\infty ---

    Rational Functions

    📐 Rational Function Rule

    If

    f(x)=P(x)Q(x)\qquad f(x)=\dfrac{P(x)}{Q(x)}

    and at x=ax=a:

      • Q(a)=0Q(a)=0,

      • P(a)0P(a)\ne 0,


    then an infinite limit may occur near x=ax=a.

    To determine whether it is ++\infty or -\infty, check the sign of numerator and denominator on each side of aa.

    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=ax=a, the dominant denominator factor is (xa)m(x-a)^m.

      • If mm is odd, the sign changes across aa.

      • If mm is even, the sign stays the same across aa.


    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

    limxaf(x)=+<br>and<br>limxa+f(x)=+\qquad \lim_{x\to a^-} f(x)=+\infty <br>\quad \text{and} \quad <br>\lim_{x\to a^+} f(x)=+\infty

    then we often write

    limxaf(x)=+\qquad \lim_{x\to a} f(x)=+\infty

    But this is not a finite real limit.

    If the two sides are different, for example ++\infty on one side and -\infty on the other, then the two-sided limit does not exist.

    ---

    Common Patterns

    📐 Patterns You Should Recognize

    • 1xa\dfrac{1}{x-a}

    • 1(xa)2\dfrac{1}{(x-a)^2}

    • k(xa)n\dfrac{k}{(x-a)^n}

    • 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 limx11(x1)2\lim_{x\to 1}\dfrac{1}{(x-1)^2} is" options=["00","Does not exist","++\infty","-\infty"] answer="C" hint="Square in the denominator controls the sign." solution="As x1x\to 1, the quantity (x1)2(x-1)^2 becomes very small and remains positive. Therefore 1(x1)2\qquad \dfrac{1}{(x-1)^2} becomes arbitrarily large positive. So limx11(x1)2=+\qquad \lim_{x\to 1}\dfrac{1}{(x-1)^2}=+\infty. Hence the correct option is C\boxed{C}." ::: :::question type="NAT" question="If f(x)=1x4f(x)=\dfrac{1}{x-4}, then find the value of limx4f(x)\lim_{x\to 4^-} f(x) in the form ++\infty or -\infty." answer="-infinity" hint="Approach 44 from the left." solution="When x4x\to 4^-, we have x4<0\qquad x-4<0 and it becomes very close to 00. Therefore 1x4\qquad \dfrac{1}{x-4} becomes very large negative. So limx41x4=\qquad \lim_{x\to 4^-}\dfrac{1}{x-4}=-\infty. Hence the answer is \boxed{-\infty}." ::: :::question type="MSQ" question="Which of the following statements are true?" options=["If limxaf(x)=+\lim_{x\to a^-}f(x)=+\infty and limxa+f(x)=+\lim_{x\to a^+}f(x)=+\infty, then x=ax=a is a vertical asymptote","If limxaf(x)=\lim_{x\to a^-}f(x)=-\infty and limxa+f(x)=+\lim_{x\to a^+}f(x)=+\infty, then the two-sided limit at aa exists","For 1(xa)2\dfrac{1}{(x-a)^2}, the left-hand and right-hand infinite limits have the same sign","For 1xa\dfrac{1}{x-a}, 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=ax=a, then x=ax=a is a vertical asymptote.
  • False. If the left and right behaviors differ, the two-sided limit does not exist.
  • True. Because (xa)2(x-a)^2 is positive on both sides of aa, both sides have the same sign.
  • False. For 1xa\dfrac{1}{x-a}, the sign changes across aa.
  • Hence the correct answer is A,C\boxed{A,C}." ::: :::question type="SUB" question="Find limx23x2\lim_{x\to 2^-}\dfrac{3}{x-2} and limx2+3x2\lim_{x\to 2^+}\dfrac{3}{x-2}. Hence comment on limx23x2\lim_{x\to 2}\dfrac{3}{x-2}." answer="Left-hand limit is -\infty, right-hand limit is ++\infty, so the two-sided limit does not exist" hint="Check the sign of x2x-2 on each side of 22." solution="As x2x\to 2^-, we have x2<0\qquad x-2<0 and very close to 00. Therefore 3x2\qquad \dfrac{3}{x-2}\to -\infty. As x2+x\to 2^+, we have x2>0\qquad x-2>0 and very close to 00. Therefore 3x2+\qquad \dfrac{3}{x-2}\to +\infty. So, limx23x2=\qquad \lim_{x\to 2^-}\dfrac{3}{x-2}=-\infty and limx2+3x2=+\qquad \lim_{x\to 2^+}\dfrac{3}{x-2}=+\infty. Since the left-hand and right-hand limits are different, the two-sided limit limx23x2\qquad \lim_{x\to 2}\dfrac{3}{x-2} 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 ±\pm\infty 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 limxaf(x)\lim_{x \to a} f(x) exists if and only if the one-sided limits, limxaf(x)\lim_{x \to a^-} f(x) and limxa+f(x)\lim_{x \to a^+} f(x), are equal. Understanding the ϵδ\epsilon-\delta 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 0/00/0 or /\infty/\infty.
    Special Limits: Proficiency with fundamental trigonometric limits (e.g., limx0sinxx=1\lim_{x \to 0} \frac{\sin x}{x}=1) and limits involving exponential and logarithmic functions (e.g., limx0(1+x)1/x=e\lim_{x \to 0} (1+x)^{1/x}=e) is essential.
    Limits at Infinity and Infinite Limits: Techniques for evaluating limits as x±x \to \pm \infty are used to identify horizontal asymptotes. Limits that result in ±\pm \infty 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.

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    Chapter Review Questions

    :::question type="MCQ" question="Evaluate limx1x3+1x21\lim_{x \to -1} \frac{x^3+1}{x^2-1}." options=["32-\frac{3}{2}", "32\frac{3}{2}", "1-1", "00"] answer="32-\frac{3}{2}" hint="Factorize the numerator and denominator to cancel common terms." solution="The numerator x3+1x^3+1 factors as (x+1)(x2x+1)(x+1)(x^2-x+1). The denominator x21x^2-1 factors as (x1)(x+1)(x-1)(x+1).
    So, limx1x3+1x21=limx1(x+1)(x2x+1)(x1)(x+1)=limx1x2x+1x1\lim_{x \to -1} \frac{x^3+1}{x^2-1} = \lim_{x \to -1} \frac{(x+1)(x^2-x+1)}{(x-1)(x+1)} = \lim_{x \to -1} \frac{x^2-x+1}{x-1}.
    Substituting x=1x=-1, we get (1)2(1)+111=1+1+12=32=32\frac{(-1)^2 - (-1) + 1}{-1-1} = \frac{1+1+1}{-2} = \frac{3}{-2} = -\frac{3}{2}."
    :::

    :::question type="NAT" question="Let f(x)={2x+kx<2x21x2f(x) = \begin{cases} 2x+k & x < 2 \\ x^2-1 & x \ge 2 \end{cases}. For limx2f(x)\lim_{x \to 2} f(x) to exist, what must be the value of kk?" 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 limx2f(x)\lim_{x \to 2} f(x) to exist, the left-hand limit must equal the right-hand limit.
    limx2f(x)=limx2(2x+k)=2(2)+k=4+k\lim_{x \to 2^-} f(x) = \lim_{x \to 2^-} (2x+k) = 2(2)+k = 4+k.
    limx2+f(x)=limx2+(x21)=221=41=3\lim_{x \to 2^+} f(x) = \lim_{x \to 2^+} (x^2-1) = 2^2-1 = 4-1 = 3.
    Setting these equal: 4+k=3    k=34=14+k = 3 \implies k = 3-4 = -1."
    :::

    :::question type="MCQ" question="Evaluate limx0tan(3x)x\lim_{x \to 0} \frac{\tan(3x)}{x}." options=["00", "11", "33", "\infty"] answer="33" hint="Rewrite tan(3x)\tan(3x) in terms of sin(3x)\sin(3x) and cos(3x)\cos(3x), then use the special limit limu0sinuu=1\lim_{u \to 0} \frac{\sin u}{u}=1." solution="We can rewrite the expression as:
    limx0tan(3x)x=limx0sin(3x)xcos(3x)\lim_{x \to 0} \frac{\tan(3x)}{x} = \lim_{x \to 0} \frac{\sin(3x)}{x \cos(3x)}.
    To use the special limit limu0sinuu=1\lim_{u \to 0} \frac{\sin u}{u}=1, we multiply and divide by 3:
    limx0sin(3x)3x3cos(3x)\lim_{x \to 0} \frac{\sin(3x)}{3x} \cdot \frac{3}{\cos(3x)}.
    As x0x \to 0, 3x03x \to 0, so limx0sin(3x)3x=1\lim_{x \to 0} \frac{\sin(3x)}{3x} = 1.
    Also, limx0cos(3x)=cos(0)=1\lim_{x \to 0} \cos(3x) = \cos(0) = 1.
    Therefore, the limit is 131=31 \cdot \frac{3}{1} = 3."
    :::

    :::question type="NAT" question="Evaluate limx0x+42x\lim_{x \to 0} \frac{\sqrt{x+4}-2}{x}." answer="0.25" hint="This is an indeterminate form 0/00/0. Multiply the numerator and denominator by the conjugate of the numerator." solution="This is an indeterminate form 0/00/0. We multiply the numerator and denominator by the conjugate of the numerator, which is x+4+2\sqrt{x+4}+2:

    limx0x+42x=limx0(x+42)(x+4+2)x(x+4+2)\lim_{x \to 0} \frac{\sqrt{x+4}-2}{x} = \lim_{x \to 0} \frac{(\sqrt{x+4}-2)(\sqrt{x+4}+2)}{x(\sqrt{x+4}+2)}

    =limx0(x+4)4x(x+4+2)= \lim_{x \to 0} \frac{(x+4)-4}{x(\sqrt{x+4}+2)}

    =limx0xx(x+4+2)= \lim_{x \to 0} \frac{x}{x(\sqrt{x+4}+2)}

    For x0x \ne 0, we can cancel xx:
    =limx01x+4+2= \lim_{x \to 0} \frac{1}{\sqrt{x+4}+2}

    Now, substitute x=0x=0:
    =10+4+2=14+2=12+2=14= \frac{1}{\sqrt{0+4}+2} = \frac{1}{\sqrt{4}+2} = \frac{1}{2+2} = \frac{1}{4}

    As a decimal, 14=0.25\frac{1}{4} = 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

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