chain rule

(noun)

a formula for computing the derivative of the composition of two or more functions.

Related Terms

  • gradient

Examples of chain rule in the following topics:

  • The Chain Rule

    • The chain rule is a formula for computing the derivative of the composition of two or more functions.
    • For example, following the chain rule for $f \circ g(x) = f[g(x)]$ yields:
    • Using the chain rule yields:
    • Use of the chain rule is needed for the complicated calculation.
    • Calculate the derivative of a composition of functions using the chain rule
  • The Chain Rule

    • The chain rule is a formula for computing the derivative of the composition of two or more functions.
    • For example, the chain rule for $f \circ g$ is $\frac {df}{dx} = \frac {df}{dg} \, \frac {dg}{dx}$.
    • The chain rule above is for single variable functions $f(x)$ and $g(x)$.
    • However, the chain rule can be generalized to functions with multiple variables.
    • The chain rule can be used to take derivatives of multivariable functions with respect to a parameter.
  • Differentiation Rules

    • The rules of differentiation can simplify derivatives by eliminating the need for complicated limit calculations.
    • In many cases, complicated limit calculations by direct application of Newton's difference quotient can be avoided by using differentiation rules.
    • Some of the most basic rules are the following.
    • Here the second term was computed using the chain rule and the third using the product rule.
    • The flight of model rockets can be modeled using the product rule.
  • Implicit Differentiation

    • Implicit differentiation makes use of the chain rule to differentiate implicitly defined functions.
    • Implicit differentiation makes use of the chain rule to differentiate implicitly defined functions.
  • The Natural Exponential Function: Differentiation and Integration

    • Thus, we can use the limit rules to move it to the outside, leaving us with
  • Derivatives of Exponential Functions

    • Furthermore, for any differentiable function $f(x)$, we find, by the chain rule:
  • Derivatives of Logarithmic Functions

    • Applying the chain rule and the property of exponents we derived earlier, we can take the derivative of both sides:
  • The Natural Logarithmic Function: Differentiation and Integration

    • This is the case because of the chain rule and the following fact:
  • Directional Derivatives and the Gradient Vector

  • The Substitution Rule

    • It is the counterpart to the chain rule of differentiation.
    • Use $u$-substitution (the substitution rule) to find the antiderivative of more complex functions
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