Part 1: Intuitive Limits 🎯 What Is a Limit?
Part 1 of 7
The Big Idea
A limit describes what a function approaches as x x x gets closer to a value — even if it never gets there!
lim x → c f ( x ) = L \lim_{x \to c} f(x) = L lim x → c f ( x ) = L
"As x x x approaches c c c , f ( x ) f(x) f ( x ) approaches L L L ."
Why Limits Matter
Limits are the foundation of calculus:
Derivatives = limits of difference quotients
Integrals = limits of Riemann sums
Continuity = defined using limits
Intuitive Example
f ( x ) = x 2 − 1 x − 1 f(x) = \frac{x^2-1}{x-1} f ( x ) = x − 1 x 2 − 1
At x = 1 x = 1 x = 1 : f ( 1 ) = 0 / 0 f(1) = 0/0 f ( 1 ) = 0/0 — undefined!
But simplify: f ( x ) = ( x − 1 ) ( x + 1 ) x − 1 = x + 1 f(x) = \frac{(x-1)(x+1)}{x-1} = x+1 f ( x ) = x − 1 ( x − 1 ) ( x + 1 ) = x + 1 (when x ≠ 1 x \neq 1 x = 1 ).
As x → 1 x \to 1 x → 1 , f ( x ) → 2 f(x) \to 2 f ( x ) → 2 . So lim x → 1 f ( x ) = 2 \lim_{x \to 1} f(x) = 2 lim x → 1 f ( x ) = 2 .
The limit exists even though f ( 1 ) f(1) f ( 1 ) is undefined!
📊 Estimating Limits from Tables
Approach from Both Sides
For f ( x ) = x 2 − 1 x − 1 f(x) = \frac{x^2-1}{x-1} f ( x ) = x − 1 x 2 − 1 :
x x x 0.9 0.99 0.999 → 1 ← 1.001 1.01 1.1 f ( x ) f(x) f ( x ) 1.9 1.99 1.999 ? 2.001 2.01 2.1
Both sides approach 2 . ✓
When Sides Disagree
g ( x ) = { x + 1 x < 2 x + 3 x ≥ 2 g(x) = \begin{cases} x+1 & x < 2 \\ x+3 & x \geq 2 \end{cases} g ( x ) = { x + 1 x + 3 x < 2 x ≥ 2
From left: g ( x ) → 3 g(x) \to 3 g ( x ) → 3 . From right: g ( x ) → 5 g(x) \to 5 g ( x ) → 5 .
Since 3 ≠ 5 3 \neq 5 3 = 5 , the limit does not exist at x = 2 x = 2 x = 2 .
💡 Both one-sided limits must agree for the (two-sided) limit to exist.
📝 One-Sided Limits
Left-Hand Limit (from below)
lim x → c − f ( x ) = L \lim_{x \to c^-} f(x) = L lim x → c − f ( x ) = L
x x x approaches c c c from values less than c c c .
Right-Hand Limit (from above)
lim x → c + f ( x ) = L \lim_{x \to c^+} f(x) = L lim x → c + f ( x ) = L
x x x approaches c c c from values greater than c c c .
The Connection
lim x → c f ( x ) = L ⟺ lim x → c − f ( x ) = lim x → c + f ( x ) = L \lim_{x \to c} f(x) = L \iff \lim_{x \to c^-} f(x) = \lim_{x \to c^+} f(x) = L lim x → c f ( x ) = L ⟺ lim x → c − f ( x ) = lim x → c + f ( x ) = L
Example
h ( x ) = ∣ x ∣ / x h(x) = |x|/x h ( x ) = ∣ x ∣/ x
lim x → 0 − = − 1 \lim_{x \to 0^-} = -1 lim x → 0 − = − 1 (negative values)
lim x → 0 + = 1 \lim_{x \to 0^+} = 1 lim x → 0 + = 1 (positive values)
lim x → 0 \lim_{x \to 0} lim x → 0 DNE (they disagree)
Evaluate Limits 🧮
1) lim x → 3 ( x 2 − 1 ) \lim_{x \to 3} (x^2 - 1) lim x → 3 ( x 2 − 1 ) = ?
2) lim x → 4 x \lim_{x \to 4} \sqrt{x} lim x → 4 x = ?
3) lim x → 1 x 2 − 1 x − 1 \lim_{x \to 1} \frac{x^2-1}{x-1} lim x → 1 x − 1 x 2 − 1 = ?
Part 2: Limit Notation 🧮 Limit Laws
Part 2 of 7
Basic Limit Laws
If lim x → c f ( x ) = L \lim_{x \to c} f(x) = L lim x → c f ( x ) = L and lim x → c g ( x ) = M \lim_{x \to c} g(x) = M lim x → c g ( x ) = M :
Law Formula Sum lim [ f + g ] = L + M \lim [f+g] = L+M lim [ f + g ] = L + M Difference lim [ f − g ] = L − M \lim [f-g] = L-M lim [ f − g ] = L − M Product lim [ f ⋅ g ] = L ⋅ M \lim [f \cdot g] = L \cdot M lim [ f ⋅ g ] = L ⋅ M Quotient lim [ f / g ] = L / M \lim [f/g] = L/M lim [ f / g ] = L / M (if M ≠ 0 M \neq 0 M = 0 )Constant lim [ k f ] = k L \lim [kf] = kL lim [ k f ] = k L Power lim [ f n ] = L n \lim [f^n] = L^n lim [ f n ] = L n Root lim [ f n ] = L n \lim [\sqrt[n]{f}] = \sqrt[n]{L} lim [ n f ] = n L
Direct Substitution
For polynomials and rational functions (where defined):
lim x → c p ( x ) = p ( c ) \lim_{x \to c} p(x) = p(c) lim x → c p ( x ) = p ( c )
Just plug in! This works for any continuous function.
📝 Using the Laws
Example 1: Sum and Power
lim x → 2 ( x 3 + 4 x ) = 2 3 + 4 ( 2 ) = 8 + 8 = 16 \lim_{x \to 2} (x^3 + 4x) = 2^3 + 4(2) = 8 + 8 = 16 lim x → 2 ( x 3 + 4 x ) = 2 3 + 4 ( 2 ) = 8 + 8 = 16
Example 2: Quotient
lim x → 3 x 2 + 1 x − 1 = 9 + 1 3 − 1 = 10 2 = 5 \lim_{x \to 3} \frac{x^2+1}{x-1} = \frac{9+1}{3-1} = \frac{10}{2} = 5 lim x → 3 x − 1 x 2 + 1 = 3 − 1 9 + 1 = 2 10 = 5
Example 3: Root Law
lim x → 9 x + 7 = 9 + 7 = 16 = 4 \lim_{x \to 9} \sqrt{x+7} = \sqrt{9+7} = \sqrt{16} = 4 lim x → 9 x + 7 = 9 + 7 = 16 = 4
Example 4: Combined Laws
lim x → 1 ( 2 x + 1 ) 3 x + 3 = ( 3 ) 3 4 = 27 2 \lim_{x \to 1} \frac{(2x+1)^3}{\sqrt{x+3}} = \frac{(3)^3}{\sqrt{4}} = \frac{27}{2} lim x → 1 x + 3 ( 2 x + 1 ) 3 = 4 ( 3 ) 3 = 2 27
💡 Direct substitution is the first thing to try. Only use algebraic techniques when substitution gives 0 / 0 0/0 0/0 .
🤏 The Squeeze Theorem
Statement
If g ( x ) ≤ f ( x ) ≤ h ( x ) g(x) \leq f(x) \leq h(x) g ( x ) ≤ f ( x ) ≤ h ( x ) near x = c x = c x = c , and
lim x → c g ( x ) = lim x → c h ( x ) = L \lim_{x \to c} g(x) = \lim_{x \to c} h(x) = L lim x → c g ( x ) = lim x → c h ( x ) = L
then lim x → c f ( x ) = L \lim_{x \to c} f(x) = L lim x → c f ( x ) = L .
Classic Example
lim x → 0 x 2 sin ( 1 / x ) \lim_{x \to 0} x^2 \sin(1/x) lim x → 0 x 2 sin ( 1/ x )
We know − 1 ≤ sin ( 1 / x ) ≤ 1 -1 \leq \sin(1/x) \leq 1 − 1 ≤ sin ( 1/ x ) ≤ 1 , so:
− x 2 ≤ x 2 sin ( 1 / x ) ≤ x 2 -x^2 \leq x^2 \sin(1/x) \leq x^2 − x 2 ≤ x 2 sin ( 1/ x ) ≤ x 2
Since lim x → 0 ( − x 2 ) = 0 \lim_{x \to 0} (-x^2) = 0 lim x → 0 ( − x 2 ) = 0 and lim x → 0 x 2 = 0 \lim_{x \to 0} x^2 = 0 lim x → 0 x 2 = 0 :
lim x → 0 x 2 sin ( 1 / x ) = 0 \lim_{x \to 0} x^2 \sin(1/x) = 0 lim x → 0 x 2 sin ( 1/ x ) = 0
Squeezed between two functions that both go to 0!
Apply Limit Laws 🧮
1) lim x → − 1 ( 2 x 3 + 5 ) \lim_{x \to -1} (2x^3 + 5) lim x → − 1 ( 2 x 3 + 5 ) = ?
2) lim x → 5 x + 1 x − 3 \lim_{x \to 5} \frac{x+1}{x-3} lim x → 5 x − 3 x + 1 = ?
3) lim x → 0 4 − x \lim_{x \to 0} \sqrt{4-x} lim x → 0 4 − x = ?
Part 3: One-Sided Limits 🔧 Algebraic Limit Techniques
Part 3 of 7
When Direct Substitution Gives 0 / 0 0/0 0/0
0 / 0 0/0 0/0 is indeterminate — the limit could be any value. We need algebraic manipulation.
Technique 1: Factor and Cancel
lim x → 3 x 2 − 9 x − 3 = lim ( x − 3 ) ( x + 3 ) x − 3 = lim ( x + 3 ) = 6 \lim_{x \to 3} \frac{x^2-9}{x-3} = \lim \frac{(x-3)(x+3)}{x-3} = \lim(x+3) = 6 lim x → 3 x − 3 x 2 − 9 = lim x − 3 ( x − 3 ) ( x + 3 ) = lim ( x + 3 ) = 6
Technique 2: Rationalize (Multiply by Conjugate)
lim x → 0 x + 4 − 2 x \lim_{x \to 0} \frac{\sqrt{x+4}-2}{x} lim x → 0 x x + 4 − 2
Multiply by x + 4 + 2 x + 4 + 2 \frac{\sqrt{x+4}+2}{\sqrt{x+4}+2} x + 4 + 2 x + 4 + 2 :
= lim ( x + 4 ) − 4 x ( x + 4 + 2 ) = lim x x ( x + 4 + 2 ) = lim 1 x + 4 + 2 = 1 4 = \lim \frac{(x+4)-4}{x(\sqrt{x+4}+2)} = \lim \frac{x}{x(\sqrt{x+4}+2)} = \lim \frac{1}{\sqrt{x+4}+2} = \frac{1}{4} = lim x ( x + 4 + 2 ) ( x + 4 ) − 4 = lim x ( x + 4 + 2 ) x = lim x + 4 + 2 1 = 4 1
📝 More Techniques
Technique 3: Common Denominator
lim x → 0 1 x + 2 − 1 2 x \lim_{x \to 0} \frac{\frac{1}{x+2}-\frac{1}{2}}{x} lim x → 0 x x + 2 1 − 2 1
Combine fractions in numerator:
= lim 2 − ( x + 2 ) 2 ( x + 2 ) x = lim − x 2 x ( x + 2 ) = lim − 1 2 ( x + 2 ) = − 1 4 = \lim \frac{\frac{2-(x+2)}{2(x+2)}}{x} = \lim \frac{-x}{2x(x+2)} = \lim \frac{-1}{2(x+2)} = -\frac{1}{4} = lim x 2 ( x + 2 ) 2 − ( x + 2 ) = lim 2 x ( x + 2 ) − x = lim 2 ( x + 2 ) − 1 = − 4 1
Technique 4: Factor Higher-Degree Polynomials
lim x → 2 x 3 − 8 x − 2 = lim ( x − 2 ) ( x 2 + 2 x + 4 ) x − 2 = 4 + 4 + 4 = 12 \lim_{x \to 2} \frac{x^3-8}{x-2} = \lim \frac{(x-2)(x^2+2x+4)}{x-2} = 4+4+4 = 12 lim x → 2 x − 2 x 3 − 8 = lim x − 2 ( x − 2 ) ( x 2 + 2 x + 4 ) = 4 + 4 + 4 = 12
Recall: a 3 − b 3 = ( a − b ) ( a 2 + a b + b 2 ) a^3-b^3 = (a-b)(a^2+ab+b^2) a 3 − b 3 = ( a − b ) ( a 2 + ab + b 2 )
Decision Tree
Try direct substitution
If 0 / 0 0/0 0/0 : factor, rationalize, or simplify
If k / 0 k/0 k /0 (k ≠ 0 k \neq 0 k = 0 ): limit is ± ∞ \pm\infty ± ∞ or DNE
🌊 Special Trig Limits
The Two Famous Limits
lim x → 0 sin x x = 1 lim x → 0 1 − cos x x = 0 \lim_{x \to 0} \frac{\sin x}{x} = 1 \qquad \lim_{x \to 0} \frac{1-\cos x}{x} = 0 lim x → 0 x s i n x = 1 lim x → 0 x 1 − c o s x = 0
Using Them
lim x → 0 sin ( 3 x ) x = lim sin ( 3 x ) 3 x ⋅ 3 = 1 ⋅ 3 = 3 \lim_{x \to 0} \frac{\sin(3x)}{x} = \lim \frac{\sin(3x)}{3x} \cdot 3 = 1 \cdot 3 = 3 lim x → 0 x s i n ( 3 x ) = lim 3 x s i n ( 3 x ) ⋅ 3 = 1 ⋅ 3 = 3
lim x → 0 tan x x = lim sin x x ⋅ 1 cos x = 1 ⋅ 1 = 1 \lim_{x \to 0} \frac{\tan x}{x} = \lim \frac{\sin x}{x} \cdot \frac{1}{\cos x} = 1 \cdot 1 = 1 lim x → 0 x t a n x = lim x s i n x ⋅ c o s x 1 = 1 ⋅ 1 = 1
lim x → 0 sin ( 5 x ) sin ( 3 x ) = lim sin ( 5 x ) 5 x ⋅ 3 x sin ( 3 x ) ⋅ 5 3 = 1 ⋅ 1 ⋅ 5 3 = 5 3 \lim_{x \to 0} \frac{\sin(5x)}{\sin(3x)} = \lim \frac{\sin(5x)}{5x} \cdot \frac{3x}{\sin(3x)} \cdot \frac{5}{3} = 1 \cdot 1 \cdot \frac{5}{3} = \frac{5}{3} lim x → 0 s i n ( 3 x ) s i n ( 5 x ) = lim 5 x s i n ( 5 x ) ⋅ s i n ( 3 x ) 3 x ⋅ 3 5 = 1 ⋅ 1 ⋅ 3 5 = 3 5
💡 The key: make the argument of sin match the denominator.
Algebraic Techniques Quiz 🎯
Evaluate 🧮
1) lim x → 5 x 2 − 25 x − 5 \lim_{x \to 5} \frac{x^2-25}{x-5} lim x → 5 x − 5 x 2 − 25 = ?
2) lim x → 0 sin ( 4 x ) 2 x \lim_{x \to 0} \frac{\sin(4x)}{2x} lim x → 0 2 x s i n ( 4 x ) = ?
3) lim x → 1 x 3 − 1 x − 1 \lim_{x \to 1} \frac{x^3-1}{x-1} lim x → 1 x − 1 x 3 − 1 = ?
Part 4: Limits at Infinity ♾️ Limits at Infinity
Part 4 of 7
What Happens as x → ∞ x \to \infty x → ∞ ?
lim x → ∞ f ( x ) = L \lim_{x \to \infty} f(x) = L lim x → ∞ f ( x ) = L
The function approaches a horizontal asymptote at y = L y = L y = L .
Rational Functions: Degree Comparison
lim x → ∞ a n x n + … b m x m + … \lim_{x \to \infty} \frac{a_nx^n + \ldots}{b_mx^m + \ldots} lim x → ∞ b m x m + … a n x n + …
Degrees Limit Asymptote n < m n < m n < m 0 0 0 y = 0 y = 0 y = 0 n = m n = m n = m a n / b m a_n/b_m a n / b m y = a n / b m y = a_n/b_m y = a n / b m n > m n > m n > m ± ∞ \pm\infty ± ∞ None (horizontal)
Examples
lim x → ∞ 3 x 2 + 1 5 x 2 − 2 = 3 5 \lim_{x \to \infty} \frac{3x^2+1}{5x^2-2} = \frac{3}{5} lim x → ∞ 5 x 2 − 2 3 x 2 + 1 = 5 3
lim x → ∞ x + 1 x 3 = 0 \lim_{x \to \infty} \frac{x+1}{x^3} = 0 lim x → ∞ x 3 x + 1 = 0
lim x → ∞ x 3 2 x + 1 = ∞ \lim_{x \to \infty} \frac{x^3}{2x+1} = \infty lim x → ∞ 2 x + 1 x 3 = ∞
🔧 The Divide-by-Highest-Power Technique
Standard Method
lim x → ∞ 3 x 2 − x + 4 2 x 2 + 5 x − 1 \lim_{x \to \infty} \frac{3x^2-x+4}{2x^2+5x-1} lim x → ∞ 2 x 2 + 5 x − 1 3 x 2 − x + 4
Divide every term by x 2 x^2 x 2 :
= lim x → ∞ 3 − 1 x + 4 x 2 2 + 5 x − 1 x 2 = 3 − 0 + 0 2 + 0 − 0 = 3 2 = \lim_{x \to \infty} \frac{3-\frac{1}{x}+\frac{4}{x^2}}{2+\frac{5}{x}-\frac{1}{x^2}} = \frac{3-0+0}{2+0-0} = \frac{3}{2} = lim x → ∞ 2 + x 5 − x 2 1 3 − x 1 + x 2 4 = 2 + 0 − 0 3 − 0 + 0 = 2 3
Key Fact Used
lim x → ∞ k x n = 0 ( n > 0 ) \lim_{x \to \infty} \frac{k}{x^n} = 0 \quad (n > 0) lim x → ∞ x n k = 0 ( n > 0 )
Non-Rational Functions
lim x → ∞ 4 x 2 + 1 x = lim 4 x 2 + 1 x = lim 4 x 2 + 1 x 2 = 4 = 2 \lim_{x \to \infty} \frac{\sqrt{4x^2+1}}{x} = \lim \frac{\sqrt{4x^2+1}}{x} = \lim \sqrt{\frac{4x^2+1}{x^2}} = \sqrt{4} = 2 lim x → ∞ x 4 x 2 + 1 = lim x 4 x 2 + 1 = lim x 2 4 x 2 + 1 = 4 = 2
💡 For x → − ∞ x \to -\infty x → − ∞ , be careful: x 2 = ∣ x ∣ = − x \sqrt{x^2} = |x| = -x x 2 = ∣ x ∣ = − x when x < 0 x < 0 x < 0 !
📊 Infinite Limits (Vertical Asymptotes)
lim x → c f ( x ) = ± ∞ \lim_{x \to c} f(x) = \pm\infty lim x → c f ( x ) = ± ∞
This is not a real limit (∞ is not a number), but we use the notation.
Finding Vertical Asymptotes
f ( x ) = 1 ( x − 2 ) 2 f(x) = \frac{1}{(x-2)^2} f ( x ) = ( x − 2 ) 2 1
As x → 2 x \to 2 x → 2 : denominator → 0 + 0^+ 0 + , numerator → 1 1 1 .
lim x → 2 1 ( x − 2 ) 2 = + ∞ \lim_{x \to 2} \frac{1}{(x-2)^2} = +\infty lim x → 2 ( x − 2 ) 2 1 = + ∞
Sign Analysis
g ( x ) = 1 x − 3 g(x) = \frac{1}{x-3} g ( x ) = x − 3 1
lim x → 3 + = + ∞ \lim_{x \to 3^+} = +\infty lim x → 3 + = + ∞ (denominator is small and positive)
lim x → 3 − = − ∞ \lim_{x \to 3^-} = -\infty lim x → 3 − = − ∞ (denominator is small and negative)
lim x → 3 \lim_{x \to 3} lim x → 3 DNE (one-sided limits disagree in sign)
Connection
Horizontal asymptote: limit at infinity = finite
Vertical asymptote: limit at finite point = infinity
Limits at Infinity Quiz 🎯
Evaluate 🧮
1) lim x → ∞ 7 x 3 x 3 + x \lim_{x \to \infty} \frac{7x^3}{x^3+x} lim x → ∞ x 3 + x 7 x 3 : leading coefficient ratio = ?
2) lim x → ∞ 2 x + 5 x 2 \lim_{x \to \infty} \frac{2x+5}{x^2} lim x → ∞ x 2 2 x + 5 = ? (enter 0 for zero)
3) The horizontal asymptote of y = 4 x − 1 2 x + 3 y = \frac{4x-1}{2x+3} y = 2 x + 3 4 x − 1 is y y y = ?
Part 5: Evaluating Limits 📈 Limits from Graphs
Part 5 of 7
Reading Limits Graphically
Look at where the function HEADS , not where it IS.
Key Scenarios
Graph Feature Limit Continuous at c c c lim = f ( c ) \lim = f(c) lim = f ( c ) Hole at c c c lim \lim lim exists (approach value) but f ( c ) f(c) f ( c ) may differJump at c c c Left ≠ right → DNE Vertical asymptote ± ∞ \pm\infty ± ∞ (not a finite limit)Oscillation DNE (no single value approached)
Example: Function with a Hole
If the graph approaches y = 3 y=3 y = 3 from both sides at x = 2 x=2 x = 2 , but there's an open circle at ( 2 , 3 ) (2,3) ( 2 , 3 ) and a dot at ( 2 , 5 ) (2,5) ( 2 , 5 ) :
lim x → 2 f ( x ) = 3 but f ( 2 ) = 5 \lim_{x \to 2} f(x) = 3 \quad \text{but} \quad f(2) = 5 lim x → 2 f ( x ) = 3 but f ( 2 ) = 5
The limit and function value disagree — this is a removable discontinuity.
📊 Graph Reading Practice
Piecewise Example
Imagine a graph where:
For x < 1 x < 1 x < 1 : the curve approaches y = 4 y = 4 y = 4
For x > 1 x > 1 x > 1 : the curve approaches y = 4 y = 4 y = 4
At x = 1 x = 1 x = 1 : there's a filled dot at ( 1 , 2 ) (1, 2) ( 1 , 2 )
Then:
lim x → 1 − f ( x ) = 4 \lim_{x \to 1^-} f(x) = 4 lim x → 1 − f ( x ) = 4
lim x → 1 + f ( x ) = 4 \lim_{x \to 1^+} f(x) = 4 lim x → 1 + f ( x ) = 4
lim x → 1 f ( x ) = 4 \lim_{x \to 1} f(x) = 4 lim x → 1 f ( x ) = 4 ✓ (both sides agree)
f ( 1 ) = 2 f(1) = 2 f ( 1 ) = 2 (actual value)
Vertical Asymptote Example
Near x = 3 x = 3 x = 3 :
From left: graph shoots up to + ∞ +\infty + ∞
From right: graph shoots down to − ∞ -\infty − ∞
Then: lim x → 3 − = + ∞ \lim_{x \to 3^-} = +\infty lim x → 3 − = + ∞ , lim x → 3 + = − ∞ \lim_{x \to 3^+} = -\infty lim x → 3 + = − ∞ , lim x → 3 \lim_{x \to 3} lim x → 3 DNE.
🔍 End Behavior from Graphs
Horizontal Asymptotes
If the graph levels off at y = 2 y = 2 y = 2 as x → ∞ x \to \infty x → ∞ :
lim x → ∞ f ( x ) = 2 \lim_{x \to \infty} f(x) = 2 lim x → ∞ f ( x ) = 2
Different Behavior at ± ∞ \pm\infty ± ∞
Some functions (like arctan x \arctan x arctan x ) have two horizontal asymptotes:
lim x → ∞ arctan x = π / 2 \lim_{x \to \infty} \arctan x = \pi/2 lim x → ∞ arctan x = π /2
lim x → − ∞ arctan x = − π / 2 \lim_{x \to -\infty} \arctan x = -\pi/2 lim x → − ∞ arctan x = − π /2
Common Mistakes
❌ Confusing the limit (where the graph heads) with the function value (where the dot is)
❌ Saying the limit is ∞ \infty ∞ when it should be DNE (e.g., when one-sided limits are + ∞ +\infty + ∞ and − ∞ -\infty − ∞ )
❌ Ignoring the difference between open circles (excluded) and closed circles (included)
From the description : Graph has f ( 2 ) = 7 f(2) = 7 f ( 2 ) = 7 , approaches y = 3 y=3 y = 3 from both sides as x → 2 x \to 2 x → 2 .
1) lim x → 2 − f ( x ) \lim_{x \to 2^-} f(x) lim x → 2 − f ( x ) = ?
2) lim x → 2 f ( x ) \lim_{x \to 2} f(x) lim x → 2 f ( x ) = ?
3) f ( 2 ) f(2) f ( 2 ) = ?
Part 6: Problem-Solving Workshop 🎯 The Formal Definition of a Limit
Part 6 of 7
Epsilon-Delta Intuition
The formal statement of lim x → c f ( x ) = L \lim_{x \to c} f(x) = L lim x → c f ( x ) = L :
For every ε > 0 \varepsilon > 0 ε > 0 , there exists δ > 0 \delta > 0 δ > 0 such that if 0 < ∣ x − c ∣ < δ 0 < |x - c| < \delta 0 < ∣ x − c ∣ < δ , then ∣ f ( x ) − L ∣ < ε |f(x) - L| < \varepsilon ∣ f ( x ) − L ∣ < ε .
What This Means in Plain English
Symbol Meaning ε \varepsilon ε ("epsilon")How close f ( x ) f(x) f ( x ) must be to L L L δ \delta δ ("delta")How close x x x must be to c c c $0 < x-c
Translation : "Make f ( x ) f(x) f ( x ) as close to L L L as you want — I can make it happen by choosing x x x close enough to c c c ."
Worked Examples
Example 1: Prove lim x → 3 ( 2 x + 1 ) = 7 \lim_{x \to 3}(2x+1) = 7 lim x → 3 ( 2 x + 1 ) = 7
Need: ∣ f ( x ) − L ∣ < ε |f(x) - L| < \varepsilon ∣ f ( x ) − L ∣ < ε when 0 < ∣ x − c ∣ < δ 0 < |x - c| < \delta 0 < ∣ x − c ∣ < δ .
∣ ( 2 x + 1 ) − 7 ∣ = ∣ 2 x − 6 ∣ = 2 ∣ x − 3 ∣ |(2x+1) - 7| = |2x - 6| = 2|x - 3| ∣ ( 2 x + 1 ) − 7∣ = ∣2 x − 6∣ = 2∣ x − 3∣
We need 2 ∣ x − 3 ∣ < ε 2|x-3| < \varepsilon 2∣ x − 3∣ < ε , so ∣ x − 3 ∣ < ε / 2 |x-3| < \varepsilon/2 ∣ x − 3∣ < ε /2 .
Choose δ = ε / 2 \delta = \varepsilon/2 δ = ε /2 . Then if ∣ x − 3 ∣ < δ |x-3| < \delta ∣ x − 3∣ < δ :
∣ ( 2 x + 1 ) − 7 ∣ = 2 ∣ x − 3 ∣ < 2 δ = 2 ⋅ ε 2 = ε ✓ |(2x+1) - 7| = 2|x-3| < 2\delta = 2 \cdot \frac{\varepsilon}{2} = \varepsilon \; ✓ ∣ ( 2 x + 1 ) − 7∣ = 2∣ x − 3∣ < 2 δ = 2 ⋅ 2 ε = ε ✓
Example 2: Prove lim x → 1 ( x 2 ) = 1 \lim_{x \to 1}(x^2) = 1 lim x → 1 ( x 2 ) = 1
∣ x 2 − 1 ∣ = ∣ x − 1 ∣ ∣ x + 1 ∣ |x^2 - 1| = |x-1||x+1| ∣ x 2 − 1∣ = ∣ x − 1∣∣ x + 1∣
Near x = 1 x=1 x = 1 , if ∣ x − 1 ∣ < 1 |x-1| < 1 ∣ x − 1∣ < 1 , then 0 < x < 2 0 < x < 2 0 < x < 2 , so ∣ x + 1 ∣ < 3 |x+1| < 3 ∣ x + 1∣ < 3 .
Thus ∣ x 2 − 1 ∣ < 3 ∣ x − 1 ∣ |x^2-1| < 3|x-1| ∣ x 2 − 1∣ < 3∣ x − 1∣ . Choose δ = min ( 1 , ε / 3 ) \delta = \min(1, \varepsilon/3) δ = min ( 1 , ε /3 ) .
The Intermediate Value Theorem — Preview
Statement
If f f f is continuous on [ a , b ] [a,b] [ a , b ] and N N N is between f ( a ) f(a) f ( a ) and f ( b ) f(b) f ( b ) , then there exists c ∈ ( a , b ) c \in (a,b) c ∈ ( a , b ) with f ( c ) = N f(c) = N f ( c ) = N .
What It Says Intuitively
A continuous function can't skip values — it must hit every y y y -value between its endpoints.
Classic Application: Proving a Root Exists
To show x 3 − x − 1 = 0 x^3 - x - 1 = 0 x 3 − x − 1 = 0 has a solution in [ 1 , 2 ] [1,2] [ 1 , 2 ] :
f ( 1 ) = 1 − 1 − 1 = − 1 < 0 f(1) = 1 - 1 - 1 = -1 < 0 f ( 1 ) = 1 − 1 − 1 = − 1 < 0
f ( 2 ) = 8 − 2 − 1 = 5 > 0 f(2) = 8 - 2 - 1 = 5 > 0 f ( 2 ) = 8 − 2 − 1 = 5 > 0
Since f f f is continuous and changes sign, IVT guarantees some c ∈ ( 1 , 2 ) c \in (1,2) c ∈ ( 1 , 2 ) with f ( c ) = 0 f(c) = 0 f ( c ) = 0 .
Why This Matters for Calculus
IVT is used to prove the Extreme Value Theorem and the Mean Value Theorem : the pillars of differential calculus.
Find the delta:
1) For lim x → 5 ( 3 x ) = 15 \lim_{x \to 5}(3x) = 15 lim x → 5 ( 3 x ) = 15 , if ε = 0.06 \varepsilon = 0.06 ε = 0.06 , δ \delta δ = ?
2) For lim x → 2 ( 4 x − 1 ) = 7 \lim_{x \to 2}(4x-1) = 7 lim x → 2 ( 4 x − 1 ) = 7 , if ε = 0.04 \varepsilon = 0.04 ε = 0.04 , δ \delta δ = ?
3) f ( 1 ) = − 2 , f ( 3 ) = 4 f(1)=-2, f(3)=4 f ( 1 ) = − 2 , f ( 3 ) = 4 , f f f continuous. IVT guarantees a root in ( a , b ) (a,b) ( a , b ) . What is a + b a+b a + b ?
Part 7: Review & Applications 🏆 Limits — Complete Synthesis
Part 7 of 7
The Limit Evaluation Decision Tree
Given: Find lim f(x) as x→c
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├─ Direct Substitution → works? → DONE
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├─ 0/0 form? (Indeterminate)
│ ├─ Factor & cancel
│ ├─ Rationalize (conjugate)
│ ├─ Special trig limits
│ └─ L'Hôpital's Rule (calculus)
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├─ k/0 form (k≠0)?
│ └─ Check signs → ±∞ or DNE
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├─ x → ±∞?
│ ├─ Compare degrees
│ ├─ Divide by highest power of x
│ └─ Rationalize if radicals
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└─ Piecewise / graph?
└─ Check one-sided limits
Master Technique Reference
Algebraic Techniques Summary
Technique When to Use Example Direct Sub Always try first lim x → 2 ( 3 x ) = 6 \lim_{x \to 2}(3x) = 6 lim x → 2 ( 3 x ) = 6 Factor/Cancel 0 / 0 0/0 0/0 with polynomialsx 2 − 4 x − 2 = x + 2 \frac{x^2-4}{x-2} = x+2 x − 2 x 2 − 4 = x + 2 Conjugate 0 / 0 0/0 0/0 with radicalsx − 2 x − 4 \frac{\sqrt{x}-2}{x-4} x − 4 x − 2 Trig Identity 0 / 0 0/0 0/0 with trigsin x x → 1 \frac{\sin x}{x} \to 1 x s i n x → 1 Degree Rules x → ± ∞ x \to \pm\infty x → ± ∞ 3 x 2 5 x 2 + 1 → 3 / 5 \frac{3x^2}{5x^2+1} \to 3/5 5 x 2 + 1 3 x 2 → 3/5 Squeeze Bounded × vanishing x sin ( 1 / x ) → 0 x\sin(1/x) \to 0 x sin ( 1/ x ) → 0
One-sided vs Two-sided
lim x → c f ( x ) = L \lim_{x \to c} f(x) = L lim x → c f ( x ) = L exists iff lim x → c − f ( x ) = lim x → c + f ( x ) = L \lim_{x \to c^-} f(x) = \lim_{x \to c^+} f(x) = L lim x → c − f ( x ) = lim x → c + f ( x ) = L .
Key Special Limits
lim x → 0 sin x x = 1 , lim x → 0 1 − cos x x = 0 , lim x → 0 e x − 1 x = 1 \lim_{x \to 0}\frac{\sin x}{x} = 1, \quad \lim_{x \to 0}\frac{1-\cos x}{x} = 0, \quad \lim_{x \to 0}\frac{e^x - 1}{x} = 1 lim x → 0 x s i n x = 1 , lim x → 0 x 1 − c o s x = 0 , lim x → 0 x e x − 1 = 1
Bridge to Calculus
Limits → Derivatives
The derivative is DEFINED as a limit:
f ′ ( x ) = lim h → 0 f ( x + h ) − f ( x ) h f'(x) = \lim_{h \to 0} \frac{f(x+h) - f(x)}{h} f ′ ( x ) = lim h → 0 h f ( x + h ) − f ( x )
Every technique you've learned for evaluating limits directly applies to computing derivatives from the definition. The 0 / 0 0/0 0/0 form is the essential challenge.
Limits → Integrals
The definite integral is DEFINED as a limit of Riemann sums:
∫ a b f ( x ) d x = lim n → ∞ ∑ i = 1 n f ( x i ∗ ) Δ x \int_a^b f(x)\,dx = \lim_{n \to \infty} \sum_{i=1}^{n} f(x_i^*)\Delta x ∫ a b f ( x ) d x = lim n → ∞ ∑ i = 1 n f ( x i ∗ ) Δ x
Limits at infinity power integral computation.
IVT → MVT → FTC
The Intermediate Value Theorem (IVT) leads to the Mean Value Theorem (MVT), which leads to the Fundamental Theorem of Calculus (FTC) — the crown jewel linking derivatives and integrals.
Mixed Limit Evaluation:
1) lim x → 3 x 2 − 9 x − 3 \lim_{x \to 3}\frac{x^2 - 9}{x - 3} lim x → 3 x − 3 x 2 − 9 = ?
2) lim x → ∞ 4 x + 1 2 x − 3 \lim_{x \to \infty}\frac{4x + 1}{2x - 3} lim x → ∞ 2 x − 3 4 x + 1 = ?
3) lim x → 0 sin ( 5 x ) x \lim_{x \to 0}\frac{\sin(5x)}{x} lim x → 0 x s i n ( 5 x ) = ?