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[parent] logarithmic derivative (Definition)

Given a function $ f$, the quantity $ f'/f$ is known as the logarithmic derivative of $ f$. This name comes from the observation that, on account of the chain rule,

$\displaystyle (\log f)' = f' \log' (f) = f'/f. $

The logarithmic derivative has several basic properties which make it useful in various contexts.

The logarithmic derivative of the product of functions is the sum of their logarithmic derivatives. This follows from the product rule:

$\displaystyle {(fg)' \over fg} = {fg' + f'g \over fg} = {f' \over f} + {g' \over g} $

The logarithmic derivative of the quotient of functions is the difference of their logarithmic derivatives. This follows from the quotient rule:

$\displaystyle {(f/g)' \over f/g} = {f'g - fg' \over g^2} {g \over f} = {f' \over f} - {g' \over g} $

The logarithmic derivative of the $ p$-th power of a function is $ p$ times the logarithmic derivative of the function. This follows from the power rule:

$\displaystyle {(f^p)' \over f^p} = {p f^{p-1} f' \over f^p} = p \, {f' \over f} $

The logarithmic derivative of the exponential of a function equals the derivative of a function. This follows from the chain rule:

$\displaystyle {\left( e^f \right)' \over e^f} = {e^f \, f' \over e^f} = f' $

Using these identities, it is rather easy to compute the logarithmic derivatives of expressions which are presented in factored form. For instance, suppose we want to compute the logarithmic derivative of

$\displaystyle e^{x^2} { (x-2)^3 (x-3) \over x - 1}. $
Using our identities, we find that its logarithic derivative is
$\displaystyle 2x + {3 \over x-2} + {1 \over x-3} - {1 \over x-1}. $



"logarithmic derivative" is owned by rspuzio. [ full author list (2) ]
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Cross-references: expressions, identities, derivative, exponential, Power rule, power, quotient rule, difference, quotient of functions, product rule, sum, product of functions, properties, chain rule, observation, function
There are 4 references to this entry.

This is version 8 of logarithmic derivative, born on 2007-03-04, modified 2007-03-04.
Object id is 9015, canonical name is LogarithmicDerivative.
Accessed 1589 times total.

Classification:
AMS MSC26A24 (Real functions :: Functions of one variable :: Differentiation : general theory, generalized derivatives, mean-value theorems)
 46G05 (Functional analysis :: Measures, integration, derivative, holomorphy :: Derivatives)
 26B05 (Real functions :: Functions of several variables :: Continuity and differentiation questions)

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