Differentiability for Master Mathematics
What Is Differentiability?
A function is differentiable at a point if its derivative exists at that point. Geometrically, this means the function has a well-defined tangent line — no sharp corners, no jumps, no vertical tangents.
🔑 Key Insight: Differentiability is a stronger condition than continuity.
- Differentiable → Always continuous
- Continuous → NOT always differentiable
The Definition
A function $f$ is differentiable at $x = a$ if this limit exists:
$$f'(a) = \lim_{h \to 0} \frac{f(a+h) - f(a)}{h}$$
For the limit to exist, the left-hand and right-hand limits must be equal:
$$\lim_{h \to 0^-} \frac{f(a+h) - f(a)}{h} = \lim_{h \to 0^+} \frac{f(a+h) - f(a)}{h}$$
Where Functions Fail to Be Differentiable
1. Sharp Corners (Cusps)
At a corner, the left and right slopes are different.
Example: $f(x) = |x|$ at $x = 0$
- From the left: slope = $-1$
- From the right: slope = $+1$
- These don't match → not differentiable at $x = 0$
2. Discontinuities
If a function isn't continuous at a point, it can't be differentiable there.
Example: A step function has a jump — no tangent line possible.
3. Vertical Tangents
When the tangent line is vertical, the derivative is undefined (infinite slope).
Example: $f(x) = \sqrt[3]{x}$ at $x = 0$ $$f'(x) = \frac{1}{3}x^{-2/3} = \frac{1}{3\sqrt[3]{x^2}}$$ As $x \to 0$, $f'(x) \to \infty$
Piecewise Functions: Finding $a$ and $b$
A common problem type: Given a piecewise function, find constants that make it differentiable everywhere.
Two conditions must be satisfied at the boundary point:
- Continuity: The pieces must connect (same $y$-value)
- Differentiability: The slopes must match (same derivative)
Find $a$ and $b$ such that $f$ is differentiable everywhere:
$$f(x) = \begin{cases} ax + b & x \leq 1 \\ x^2 & x > 1 \end{cases}$$
Step 1: Set up the continuity condition at $x = 1$
For continuity, the left and right pieces must give the same value at $x = 1$:
Left piece at $x = 1$: $a(1) + b = a + b$
Right piece at $x = 1$: $(1)^2 = 1$
Continuity equation: $$a + b = 1$$
Step 2: Set up the differentiability condition at $x = 1$
For differentiability, the derivatives must match at $x = 1$:
Left piece: $\frac{d}{dx}[ax + b] = a$
Right piece: $\frac{d}{dx}[x^2] = 2x$, so at $x = 1$: $2(1) = 2$
Differentiability equation: $$a = 2$$
Step 3: Solve the system
From Step 2: $a = 2$
Substitute into $a + b = 1$: $$2 + b = 1$$ $$b = -1$$
$$\boxed{a = 2, \quad b = -1}$$
Verification: $f(x) = \begin{cases} 2x - 1 & x \leq 1 \\ x^2 & x > 1 \end{cases}$
At $x = 1$: Left gives $2(1) - 1 = 1$, Right gives $1^2 = 1$ ✓
Derivatives: Left gives $2$, Right gives $2(1) = 2$ ✓
Find $a$ and $b$ such that $f$ is differentiable everywhere:
$$f(x) = \begin{cases} x^2 + ax + b & x \leq 2 \\ x^3 - 4x & x > 2 \end{cases}$$
Step 1: Continuity at $x = 2$
Left: $(2)^2 + a(2) + b = 4 + 2a + b$
Right: $(2)^3 - 4(2) = 8 - 8 = 0$
Continuity equation: $$4 + 2a + b = 0$$
Step 2: Differentiability at $x = 2$
Left derivative: $\frac{d}{dx}[x^2 + ax + b] = 2x + a$, at $x = 2$: $2(2) + a = 4 + a$
Right derivative: $\frac{d}{dx}[x^3 - 4x] = 3x^2 - 4$, at $x = 2$: $3(4) - 4 = 8$
Differentiability equation: $$4 + a = 8$$ $$a = 4$$
Step 3: Solve for $b$
Substitute $a = 4$ into $4 + 2a + b = 0$: $$4 + 2(4) + b = 0$$ $$4 + 8 + b = 0$$ $$b = -12$$
$$\boxed{a = 4, \quad b = -12}$$
Find all points where $f(x) = |x^2 - 4|$ is not differentiable.
Step 1: Identify where the expression inside changes sign
$x^2 - 4 = 0$ when $x = \pm 2$
Step 2: Rewrite as a piecewise function
$$f(x) = \begin{cases} x^2 - 4 & x \leq -2 \\ -(x^2 - 4) = 4 - x^2 & -2 < x < 2 \\ x^2 - 4 & x \geq 2 \end{cases}$$
Step 3: Check derivatives at the boundary points
At $x = -2$:
- Left derivative: $\frac{d}{dx}[x^2 - 4] = 2x$, so $2(-2) = -4$
- Right derivative: $\frac{d}{dx}[4 - x^2] = -2x$, so $-2(-2) = 4$
- $-4 \neq 4$ → Not differentiable at $x = -2$
At $x = 2$:
- Left derivative: $\frac{d}{dx}[4 - x^2] = -2x$, so $-2(2) = -4$
- Right derivative: $\frac{d}{dx}[x^2 - 4] = 2x$, so $2(2) = 4$
- $-4 \neq 4$ → Not differentiable at $x = 2$
$$\boxed{f \text{ is not differentiable at } x = -2 \text{ and } x = 2}$$
Find $a$ and $b$ such that $f$ is differentiable at $x = 0$:
$$f(x) = \begin{cases} e^{ax} & x \leq 0 \\ x^2 + bx + 1 & x > 0 \end{cases}$$
Step 1: Continuity at $x = 0$
Left: $e^{a(0)} = e^0 = 1$
Right: $(0)^2 + b(0) + 1 = 1$
Both equal $1$ ✓ — continuity is automatic here!
Step 2: Differentiability at $x = 0$
Left derivative: $\frac{d}{dx}[e^{ax}] = ae^{ax}$, at $x = 0$: $ae^0 = a$
Right derivative: $\frac{d}{dx}[x^2 + bx + 1] = 2x + b$, at $x = 0$: $0 + b = b$
Differentiability equation: $$a = b$$
$$\boxed{a = b \text{ (any equal values work, e.g., } a = b = 3\text{)}}$$
The Checklist for Piecewise Differentiability
At each boundary point $x = c$:
✅ Check continuity: $\lim_{x \to c^-} f(x) = \lim_{x \to c^+} f(x) = f(c)$
✅ Check differentiability: $\lim_{x \to c^-} f'(x) = \lim_{x \to c^+} f'(x)$
If either fails, the function is not differentiable at that point.
Common Mistakes and Misunderstandings
❌ Mistake: Checking only continuity
Wrong: "The pieces connect, so it's differentiable."
Why it's wrong: Continuity is necessary but not sufficient. You must also check that the slopes match.
Example: $f(x) = |x|$ is continuous at $x = 0$ but not differentiable there.
❌ Mistake: Forgetting to evaluate derivatives at the boundary
Wrong: Setting $2x + a = 3x^2 - 4$ (comparing derivative formulas directly)
Why it's wrong: You need to evaluate both derivatives at the specific boundary point.
Correct: If the boundary is $x = 2$, compare $2(2) + a$ with $3(2)^2 - 4$.
❌ Mistake: Assuming differentiable means smooth everywhere
Wrong: "If I find $a$ and $b$, the function is smooth."
Why it's wrong: Making a function differentiable at one point doesn't guarantee it's differentiable elsewhere. Check all boundary points.
Quick Reference
Differentiability requires:
- Continuity at the point
- Left derivative = Right derivative
Common non-differentiable points:
- Corners/cusps (absolute value functions)
- Discontinuities (jumps, holes)
- Vertical tangents
For piecewise functions: Set up two equations (continuity + matching derivatives) and solve the system.
Differentiability Implies Continuity
If a function is differentiable at a point, it must be continuous there. The converse is NOT true: continuous functions can fail to be differentiable (e.g., |x| at x = 0).
Variables:
- $a$:
- The point in question
- $\Rightarrow$:
- Implies (one-way implication)
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