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The Table of Derivatives

Mathematics Algebra Difficulty 2/5

Beginning of the lesson

The Table of Derivatives of Elementary Functions

From limit computations to a powerful reference toolkit


1. Purpose of the Derivative Table

Computing derivatives from the limit definition every single time is tedious and error-prone. A derivative table is a concise reference that replaces repeated limit computations with pre-proved results — the mathematical equivalent of a well-earned shortcut.

Key Insight — Logical Status: Every entry in the derivative table is a theorem, proved rigorously from the limit definition of the derivative: $$ f'(x) = \lim_{h \to 0} \frac{f(x+h) - f(x)}{h} $$ None of these formulas are conventions, axioms, or definitions. They are consequences of the definition above. You are entitled to use them only because each one has been proved.

Once proved, these results become tools you can apply instantly — freeing you to focus on the structure of harder problems rather than re-deriving basics each time.

2. The Power Rule: $\frac{d}{dx}[x^n] = n\,x^{n-1}$

2.1 Statement

For any real exponent $n \in \mathbb{R}$:

$$ \frac{d}{dx}\bigl[x^n\bigr] = n\,x^{n-1} $$

wherever $x^n$ is defined.

2.2 Proof for Natural Exponents (via the Binomial Theorem)

Let $f(x) = x^n$ where $n \in \mathbb{N}$. By the limit definition:

$$ f'(x) = \lim_{h \to 0} \frac{(x+h)^n - x^n}{h} $$

Step 1 — Expand using the Binomial Theorem (recall this from our earlier topic):

$$ (x+h)^n = \sum_{k=0}^{n} \binom{n}{k} x^{n-k} h^k = x^n + n\,x^{n-1}h + \binom{n}{2}x^{n-2}h^2 + \cdots + h^n $$

Step 2 — Subtract $x^n$ and divide by $h$:

$$ \frac{(x+h)^n - x^n}{h} = \frac{n\,x^{n-1}h + \binom{n}{2}x^{n-2}h^2 + \cdots + h^n}{h} $$ $$ = n\,x^{n-1} + \binom{n}{2}x^{n-2}h + \cdots + h^{n-1} $$

Step 3 — Take the limit as $h \to 0$:

Every term except the first contains a factor of $h$, so they all vanish:

$$ f'(x) = \lim_{h \to 0} \left[ n\,x^{n-1} + \underbrace{\binom{n}{2}x^{n-2}h + \cdots + h^{n-1}}_{\to\, 0} \right] = n\,x^{n-1} \quad \blacksquare $$
2.3 Extension to Negative and Fractional Exponents
Exponent typeMethod of extension
Negative integers ($n < 0$)Write $x^{-m} = \frac{1}{x^m}$ and apply the quotient rule (proved separately).
Rational ($n = p/q$)Write $y = x^{p/q}$, so $y^q = x^p$. Differentiate implicitly and solve for $y'$.
Arbitrary real $n$Write $x^n = e^{n \ln x}$ and use the chain rule with exponential/logarithmic derivatives.
2.4 Unification of Special Cases

The power rule is a single formula that unifies several results you may have seen separately:

Special case$n$$f(x)$$f'(x) = n\,x^{n-1}$
Constant rule$0$$x^0 = 1$ (constant)$0 \cdot x^{-1} = 0$
Identity rule$1$$x^1 = x$$1 \cdot x^{0} = 1$
Square-root rule$\tfrac{1}{2}$$x^{1/2} = \sqrt{x}$$\tfrac{1}{2}x^{-1/2} = \dfrac{1}{2\sqrt{x}}$
Reciprocal rule$-1$$x^{-1} = \dfrac{1}{x}$$-x^{-2} = -\dfrac{1}{x^2}$

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