BackDifferentiation Techniques: Notation, Rules, and Special Functions
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Notation & Definition of the Derivative
Understanding the Derivative
The operator means “differentiate (something) with respect to .” It is meaningless on its own.
Given a function , the derivative of this function can be written in three ways:
is the slope of a tangent line to the graph of at a particular , or the instantaneous rate of change of with respect to .
Standard Derivatives
Common Derivative Formulas
,
Derivatives of Sums and Scalar Multiples
Linearity of the Derivative
, where
Product Rule
Derivative of a Product
If and are differentiable functions, then:
Quotient Rule
Derivative of a Quotient
If and are differentiable functions, then:
Chain Rule
Derivative of a Composite Function
If can be written as a function of (the ‘inner function’), where $u$ is a function of , then:
In general, we do not need to use labels such as . Instead, we think in terms of ‘inner’ and ‘outer’ functions.
Hence,
The derivative of a composite function is equal to the derivative of the outer function (evaluated at the inner function) times the derivative of the inner function.
Implicit Differentiation
Differentiating Implicit Relations
Used to find derivatives of general relations of the form that cannot be rearranged into the form .
We say that implicitly defines to be a function of .
Procedure: Given the implicit equation :
Differentiated both sides of the equation with respect to (without thinking of as a function of $x$). Expressions involving $y$ require the use of the chain rule.
Collect the terms in on one side of the equation.
Factor out .
Divide both sides by the coefficient of .
Logarithmic Differentiation
Using Logarithms to Simplify Differentiation
Take the logarithm of a complex expression (involving products, quotients, and exponents) to differentiate it more easily (thereby splitting it into more manageable parts) and then differentiate implicitly.
The general power function, , cannot be differentiated using the Power Rule for derivatives. Instead, use logarithmic differentiation.
First take natural logs of both sides: , then differentiate both sides.
Derivatives of Hyperbolic Functions
Standard Hyperbolic Derivatives
Function | Derivative |
|---|---|
Derivatives of Inverse Hyperbolic Functions
Standard Inverse Hyperbolic Derivatives
Function | Derivative |
|---|---|
Note: All derivatives are given on the 6-page MATH1020 Calculus for Engineers Formulae sheet.