Logarithms

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1 Basic Description
2 A More Mathematical Description

Basic Description

Logarithms are considered the inverse or opposite operations to exponents, just as subtraction is the inverse to addition or square rooting is the inverse to squaring.

For example, suppose we have the exponential expression $2^3$ , which we know will equal 8. Now, suppose we want to do the inverse operation and go from the value 8 to the exponent 3 with a base of 2. We could do the inverse operation by using logarithms and write $log_{2}(8) = 3$ , which is read "logarithm of 8 base 2 is equal to 3".

In order words, if we have an exponential equation: $base^x = n\,$

we can write an equivalent logarithmic equation: $log_{base}(n) = x\,$

What about exponential equations such as $10^x = 932$ ? It might seem harder to solve for x in this case because there is no whole number exponent $10^2 = 100...... \,$ $10^x = 932...... \,$ $10^3 = 1000\,$ that will give us the value of 932 with a base of 10. However, if we simply rewrite the equation as an logarithmic equation $x = log_{10}(932)$ , we can find quite easily with a calculator that x is about 2.969.

To look at some more examples of switching between exponential and logarithmic equations: [Show Examples][Hide Examples]

Exponential Equation	Logarithmic Equation
$7^3 = 343 \,$	Answer $3 = log_{7}(343)\,$
Answer $3^6 = 729 \,$	$6 = log_{3}(729)\,$
Answer $10^4 = 10000 \,$	$4 = log_{10}(10000)\,$
$e^7 \approx 1096.6 \,$	Answer $7 \approx log_{e}(1096.6)\,$
Answer $6^{3.5} \approx 529.1 \,$	$3.5 \approx log_{6}(529.1)\,$
$22^x = 57643 \,$	Answer $x = log_{22}(57643)\,$

A More Mathematical Description

Definition of a Logarithm

    if and only if   ,      where b > 1 and x > 0

 In words: The logarithm of a value at a given base is the power (exponent) that the base must be raised to produce the value.

Bases

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As seen from the definition above, the base of a logarithm affects how a logarithm is evaluated. Bases can be any positive number except for 1, and the logarithms of a value can be found at different bases using a change of base formula, as shown in the section below the Common Bases chart.

Common Bases

There are three main bases that are most frequently used:

Base	Exponential Representation	Logarithmic Representation	Notes	Example
Base 10	$y = 10^x\,$	$x = log_{10}(y)\,$	can be written simply as $log(x)\,$ also called Common Logarithms	$100 = 10^x\,$ $x = log(100)\,$ where x = 2
Base 2	$y = 2^x\,$	$x = log_2(y)\,$	basis for the Binary System	$16 = 2^x\,$ $x = log_{2}(16)\,$ where x = 4
Base e $e \approx 2.7183$ , click to learn more about e	$y = e^x\,$	$x = log_{e}(y)\,$	can be written simply as $ln(y)\,$ also called Natural Logarithms where $ln(e) = 1\,$	$25 = e^x\,$ $x = ln(25)\,$ where $x \approx 3.22$

Changing Bases

To go from a logarithm of base k to a logarithm of base a, we use the formula:

$\frac{log_k(x)}{log_k(a)} = log_a(x) \,$

[Show Proof][Hide Proof]


$x = a^n \,$
$log_k(x) = log_k(a^n) \,$	Taking the $log_k$ of both sides
$log_k(x) = nlog_k(a) \,$	Using the exponential property of logarithms
$\frac{log_k(x)}{log_k(a)} = n \,$	Dividing by $log_k(a)$
$\frac{log_k(x)}{log_k(a)} = log_a(x) \,$	From a logarithm's definition $x = a^n$ and thus $n = log_a(x)$

[Show Example][Hide Example]

For example, let us take the logarithm of 14 to the base 10, which we are given, and find the logarithm of 14 to the base 2, which we do not know.

$log_{10}(14) \approx 1.146$ $log_{2}(14) = ?$

We would designate k = 10, a = 2, and x = 14.

$log_a(x)=\frac{log_k(x)}{log_k(a)}$

$log_{2}(14)=\frac{log_{(10)}(14)}{log_{(10)}(12)}$

$log_2(14) \approx \frac{1.146}{0.301}$

$log_2(14) \approx 3.807$

Graphing a Logarithmic Function

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Graphing a Base 10 Logarithmic Function

Graphing Various Logarithmic Function

The image on the left is a graph of a basic logarithmic function: $y = log(x)\,$ . A logarithmic function, such as the one used to create the featured image, takes the basic form $y = log_b(x)\,$ , where b is fixed while y and x are variables. In addition, there is an vertical asymptote at x = 0, so that logarithmic functions are undefined when x is less than or equal to 0. However, non-real logarithms for negative x values can be found using complex logarithms with complex numbers.

The second image compares the graphical representations of the most common logarithmic functions: $y = log(x)\,$ , $y = log_2(x)\,$ , and $y = log_e(x)\,$ .

Basic Properties of Logarithms

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Logarithms possess various properties and identities including the following:

Identities
Multiplication	$log(x * y) = log(x) + log(y) \,$
Division	$log\left(\frac{x}{y}\right) = log(x) - log(y) \,$
Exponentiation	$log(x^n) = nlog(x)\,$
Integration	$\int log(x) = xlog(x) - x + constant\,$
Differentiation	$\frac{d}{dx}(log(x)) = \frac{1}{x} \,$