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In [[mathematics]], there are several '''[[logarithm]]ic [[identity (mathematics)|identities]]'''.
 
== Algebraic identities or laws ==
 
=== Trivial identities ===
{| cellpadding=3
| <math> \log_b(1) = 0 \!\, </math> || because || <math> b^0 = 1\!\, </math>, given that ''b>0''
|-
| <math> \log_b(b) = 1 \!\, </math> || because || <math> b^1 = b\!\, </math>
|}
 
Note that log<sub>''b''</sub>(0) is undefined because there is no number ''x'' such that ''b''<sup>''x''</sup>&nbsp;=&nbsp;0. In fact, there is a [[vertical asymptote]] on the graph of log<sub>''b''</sub>(''x'') at ''x''&nbsp;=&nbsp;0.
 
=== Canceling exponentials ===
Logarithms and exponentials (antilogarithms) with the same base cancel each other. This is true because logarithms and exponentials are inverse operations (just like multiplication and division or addition and subtraction).
 
: <math> b^{\log_b(x)} = x\text{ because }\operatorname{antilog}_b(\log_b(x)) = x \, </math>
 
: <math> \log_b(b^x) = x\text{ because }\log_b(\operatorname{antilog}_b(x)) = x \, </math>
 
Both of the above are derived from the following two equations that define a logarithm:-
 
: <math> b^c = x\text{, }\log_b(x) = c \, </math>
 
Substituting c in the left equation gives b<big><sup>log<sub>b</sub>(x)</sup></big>&nbsp;=&nbsp;x, and substituting x in the right gives log<sub>b</sub>(b<big><sup>c</sup></big>)&nbsp;=&nbsp;c. Finally, replace c by x.
 
=== Using simpler operations ===
Logarithms can be used to make calculations easier.  For example, two numbers can be multiplied just by using a logarithm table and adding. The first three operations below assume {{nowrap begin}}x = b<big><sup>c</sup></big>{{nowrap end}}, and/or {{nowrap begin}}y = b<big><sup>d</sup></big>{{nowrap end}} so that {{nowrap begin}}log<sub>b</sub>(x) = c{{nowrap end}} and {{nowrap begin}}log<sub>b</sub>(y) = d{{nowrap end}}. Derivations also use the log definitions {{nowrap begin}}x = b<big><sup>log<sub>b</sub>(x)</sup></big>{{nowrap end}} and {{nowrap begin}}x = log<sub>b</sub>(b<sup>x</sup>){{nowrap end}}.
 
{| cellpadding=3
| <math> \log_b(xy) = \log_b(x) + \log_b(y) \!\, </math> || because || <math> b^c \cdot b^d = b^{c + d} \!\, </math>
|-
| <math> \log_b\!\left(\begin{matrix}\frac{x}{y}\end{matrix}\right) = \log_b(x) - \log_b(y) </math> || because || <math> b^{c-d} = \tfrac{b^c}{b^d} </math>
|-
| <math> \log_b(x^d) = d \log_b(x) \!\, </math> || because || <math> (b^c)^d = b^{cd} \!\, </math>
|-
| <math> \log_b\!\left(\!\sqrt[y]{x}\right) = \begin{matrix}\frac{\log_b(x)}{y}\end{matrix} </math> || because || <math> \sqrt[y]{x} = x^{1/y} </math>
|-
| <math> x^{\log_b(y)} = y^{\log_b(x)} \!\, </math> || because || <math> x^{\log_b(y)} = b^{\log_b(x) \log_b(y)} = b^{\log_b(y) \log_b(x)} = y^{\log_b(x)} \!\, </math>
|-
| <math> c\log_b(x)+d\log_b(y) = \log_b(x^c y^d) \!\, </math> || because || <math> \log_b(x^c y^d) = \log_b(x^c) + \log_b(y^d) \!\, </math>
 
|}
 
Where <math>b</math>, <math>x</math>, and <math>y</math> are positive real numbers and <math>b \ne 1</math>.  Both <math>c</math> and <math>d</math> are real numbers.
 
The laws result from canceling exponentials and appropriate law of indices. Starting with the first law:
 
<math>xy = b^{\log_b(x)} b^{\log_b(y)} = b^{\log_b(x) + \log_b(y)} \Rightarrow \log_b(xy) = \log_b(b^{\log_b(x) + \log_b(y)}) = \log_b(x) + \log_b(y)</math>
 
The law for powers exploits another of the laws of indices:
 
<math>x^y = (b^{\log_b(x)})^y = b^{y \log_b(x)} \Rightarrow \log_b(x^y) = y \log_b(x)</math>
 
The law relating to quotients then follows:
 
<math>\log_b \bigg(\frac{x}{y}\bigg) = \log_b(x y^{-1}) = \log_b(x) + \log_b(y^{-1}) = \log_b(x) - \log_b(y)</math>
 
Similarly, the root law is derived by rewriting the root as a reciprocal power:
 
<math>\log_b(\sqrt[y]x) = \log_b(x^{\frac{1}{y}}) = \frac{1}{y}\log_b(x)</math>
 
=== Changing the base ===
:<math>\log_b a = {\log_d a \over \log_d b}</math>
 
This identity is useful to evaluate logarithms on calculators. For instance, most calculators have buttons for [[Natural logarithm|ln]] and for log<sub>10</sub>, but not for log<sub>2</sub>. To find log<sub>2</sub>(3), one could calculate log<sub>10</sub>(3) / log<sub>10</sub>(2) (or ln(3)/ln(2), which yields the same result).
 
==== Proof ====
 
:Let <math>c=\log_b a</math>.
 
:Then <math>b^c=a</math>.
 
:Take <math>\log_d</math> on both sides: <math>\log_d b^c=\log_d a</math>
 
:Simplify and solve for <math>c</math>: <math> c\log_d b=\log_d a</math>
 
:<math>c=\frac{\log_d a}{\log_d b}</math>
 
:Since <math>c=\log_b a</math>, then <math>\log_b a=\frac{\log_d a}{\log_d b}</math>
 
This formula has several consequences:
 
:<math> \log_b a = \frac {1} {\log_a b} </math>
 
:<math> \log_{b^n} a =  {{\log_b a} \over n} </math>
 
:<math> b^{\log_a d} = d^{\log_a b} </math>
 
:<math>- \log_b a = \log_b \left({1 \over a}\right) = \log_{1 \over b} a</math>
 
<!-- extra blank space between two lines of "displayed" [[TeX]] for legibility -->
 
:<math> \log_{b_1}a_1 \,\cdots\, \log_{b_n}a_n
= \log_{b_{\pi(1)}}a_1\, \cdots\, \log_{b_{\pi(n)}}a_n, \, </math>
 
where <math>\scriptstyle\pi\,</math> is any [[permutation]] of the subscripts 1,&nbsp;...,&nbsp;''n''.  For example
 
:<math> \log_b w\cdot \log_a x\cdot \log_d c\cdot \log_d z
= \log_d w\cdot \log_b x\cdot \log_a c\cdot \log_d z. \, </math>
 
=== Summation/subtraction ===
The following summation/subtraction rule is especially useful in probability theory when one is dealing with a sum of log-probabilities:
:<math>\log_b (a+c) = \log_b a + \log_b (1+b^{\log_b c - \log_b a})</math>
 
:<math>\log_b (a-c) = \log_b a + \log_b (1-b^{\log_b c - \log_b a})</math>
 
which gives the special cases:
 
:<math>\log_b (a+c) = \log_b a + \log_b \left(1+\frac{c}{a}\right)</math>
 
:<math>\log_b (a-c) = \log_b a + \log_b \left(1-\frac{c}{a}\right)</math>
 
Note that in practice <math>a</math> and <math>c</math> have to be switched on the right hand side of the equations if <math>c>a</math>. Also note that the subtraction identity is not defined if <math>a=c</math> since the logarithm of zero is not defined.
 
More generally:
:<math>\log _b \sum\limits_{i=0}^N a_i = \log_b a_0 + \log_b \left( 1+\sum\limits_{i=1}^N \frac{a_i}{a_0} \right) = \log _b a_0 + \log_b \left( 1+\sum\limits_{i=1}^N b^{\left( \log_b a_i - \log _b a_0 \right)} \right)</math>
 
where <math>a_0,\ldots ,a_N > 0</math>.
 
=== Exponents ===
A useful identity involving exponents:
:<math> x^{\frac{\log(\log(x))}{\log(x)}} = \log(x) </math>
 
== Calculus identities ==
=== [[Limit of a function|Limits]] ===
:<math>\lim_{x \to 0^+} \log_a x = -\infty \quad \mbox{if } a > 1</math>
 
:<math>\lim_{x \to 0^+} \log_a x =  +\infty \quad \mbox{if } a < 1</math>
 
:<math>\lim_{x \to+\infty} \log_a x=  +\infty \quad \mbox{if } a > 1</math>
 
:<math>\lim_{x \to+\infty} \log_a x=  -\infty \quad \mbox{if } a < 1</math>
 
:<math>\lim_{x \to 0^+} x^b \log_a x = 0 \quad \mbox{if } b > 0</math>
 
:<math>\lim_{x \to+\infty} {1 \over x^b} \log_a x = 0 \quad \mbox{if } b > 0</math>
 
The last limit is often summarized as "logarithms grow more slowly than any power or root of ''x''".
 
=== [[Derivative]]s of logarithmic functions ===
:<math>{d \over dx} \ln x = {1 \over x },</math>
:<math>{d \over dx} \log_b x = {1 \over x \ln b},</math>
Where <math>x > 0</math>, <math>b > 0</math>, and <math>b \ne 1</math>.
 
=== Integral definition ===
:<math>\ln x = \int_1^x \frac {1}{t} dt </math>
 
=== [[Integral]]s of logarithmic functions ===
: <math>\int \log_a x \, dx = x(\log_a x - \log_a e) + C</math>
 
To remember higher integrals, it's convenient to define:
:<math>x^{\left [n \right]} = x^{n}(\log(x) - H_n)</math>
Where <math>H_n</math> is the nth [[Harmonic number]].
 
:<math>x^{\left [ 0 \right ]} = \log x</math>
:<math>x^{\left [ 1 \right ]} = x \log(x) - x</math>
:<math>x^{\left [ 2 \right ]} = x^2 \log(x) - \begin{matrix} \frac{3}{2} \end{matrix} \, x^2</math>
:<math>x^{\left [ 3 \right ]} = x^3 \log(x) - \begin{matrix} \frac{11}{6} \end{matrix} \, x^3</math>
 
Then,
:<math>\frac {d}{dx} \, x^{\left [ n \right ]} = n \, x^{\left [ n-1 \right ]}</math>
:<math>\int x^{\left [ n \right ]}\,dx = \frac {x^{\left [ n+1 \right ]}} {n+1} + C</math>
 
== Approximating large numbers ==
 
The identities of logarithms can be used to approximate large numbers. Note that log<sub>''b''</sub>(''a'')&nbsp;+&nbsp;log<sub>''b''</sub>(''c'') =&nbsp;log<sub>''b''</sub>(''ac''), where ''a'', ''b'', and ''c'' are arbitrary constants. Suppose that one wants to approximate the 44th [[Mersenne prime]], 2<sup>32,582,657</sup>&nbsp;&minus;&nbsp;1. To get the base-10 logarithm, we would multiply 32,582,657 by log<sub>10</sub>(2), getting 9,808,357.09543 =&nbsp;9,808,357&nbsp;+&nbsp;0.09543. We can then get 10<sup>9,808,357</sup>&nbsp;&times;&nbsp;10<sup>0.09543</sup> ≈&nbsp;1.25&nbsp;&times;&nbsp;10<sup>9,808,357</sup>.
 
Similarly, factorials can be approximated by summing the logarithms of the terms.
 
== Complex logarithm identities ==
 
The [[complex logarithm]] is the [[complex number]] analogue of the logarithm function. No single valued function on the complex plane can satisfy the normal rules for logarithms. However a [[multivalued function]] can be defined which satisfies most of the identities. It is usual to consider this as a function defined on a [[Riemann surface]]. A single valued version called the [[principal value]] of the logarithm can be defined which is discontinuous on the negative x axis and equals the multivalued version on a single [[branch cut]].
 
=== Definitions ===
 
The convention will be used here that a capital first letter is used for the principal value of functions and the lower case version refers to the multivalued function. The single valued version of definitions and identities is always given first followed by a separate section for the multiple valued versions.
 
:ln(''r'') is the standard natural logarithm of the real number ''r''.
:Log(''z'') is  the principal value of the complex logarithm function and has imaginary part in the range (-π, π].
:Arg(''z'') is the principal value of the [[Arg (mathematics)|arg]] function, its value is restricted to (-π, π]. It can be computed using Arg(''x''+''iy'')= [[atan2]](''y'', ''x'').
 
:<math>\operatorname{Log}(z) = \ln(|z|) + i \operatorname{Arg}(z)</math>
:<math>e^{\operatorname{Log}(z)} = z</math>
 
The multiple valued version of log(''z'') is a set but it is easier to write it without braces and using it in formulas follows obvious rules.
 
:log(''z'') is the set of complex numbers ''v'' which satisfy e<sup>''v''</sup> = ''z''
:arg(''z'') is the set of possible values of the [[Arg (mathematics)|arg]] function applied to ''z''.
 
When ''k'' is any integer:
 
:<math>\log(z) = \ln(|z|) + i \arg(z)</math>
:<math>\log(z) = \operatorname{Log}(z) + 2 \pi i k</math>
:<math>e^{\log(z)} = z</math>
 
=== Constants ===
 
Principal value forms:
 
:<math>\operatorname{Log}(1) = 0</math>
:<math>\operatorname{Log}(e) = 1</math>
 
Multiple value forms, for any ''k'' an integer:
 
:<math>\log(1) = 0 + 2 \pi i k</math>
:<math>\log(e) = 1 + 2 \pi i k</math>
 
=== Summation ===
 
Principal value forms:
 
:<math>\operatorname{Log}(z_1) + \operatorname{Log}(z_2) = \operatorname{Log}(z_1 z_2) \pmod {2 \pi i}</math>
:<math>\operatorname{Log}(z_1) - \operatorname{Log}(z_2) = \operatorname{Log}(z_1 / z_2) \pmod {2 \pi i}</math>
 
Multiple value forms:
 
:<math>\log(z_1) + \log(z_2) = \log(z_1 z_2)</math>
:<math>\log(z_1) - \log(z_2) = \log(z_1 / z_2)</math>
 
=== Powers ===
 
A complex power of a complex number can have many possible values.
 
Principal value form:
 
:<math>{z_1}^{z_2} = e^{z_2 \operatorname{Log}(z_1)} </math>
 
:<math>\operatorname{Log}{\left({z_1}^{z_2}\right)} = z_2 \operatorname{Log}(z_1) \pmod {2 \pi i}</math>
 
Multiple value forms:
 
:<math>{z_1}^{z_2} = e^{z_2 \log(z_1)}</math>
 
Where ''k''<sub>1</sub>, ''k''<sub>2</sub> are any integers:
 
:<math>\log{\left({z_1}^{z_2}\right)} = z_2 \log(z_1) + 2 \pi i k_2</math>
:<math>\log{\left({z_1}^{z_2}\right)} = z_2 \operatorname{Log}(z_1) + z_2 2 \pi i k_1 + 2 \pi i k_2</math>
 
== See also ==
* [[List of trigonometric identities]]
* [[Exponential function]]
 
== References ==
{{reflist}}
 
== External links ==
* {{MathWorld|Logarithm|Logarithm}}
* [http://www.mathwords.com/l/logarithm.htm Logarithm] in Mathwords
 
[[Category:Logarithms]]
[[Category:Mathematical identities]]
[[Category:Articles containing proofs]]

Revision as of 18:47, 24 January 2014

In mathematics, there are several logarithmic identities.

Algebraic identities or laws

Trivial identities

logb(1)=0 because b0=1, given that b>0
logb(b)=1 because b1=b

Note that logb(0) is undefined because there is no number x such that bx = 0. In fact, there is a vertical asymptote on the graph of logb(x) at x = 0.

Canceling exponentials

Logarithms and exponentials (antilogarithms) with the same base cancel each other. This is true because logarithms and exponentials are inverse operations (just like multiplication and division or addition and subtraction).

blogb(x)=x because antilogb(logb(x))=x
logb(bx)=x because logb(antilogb(x))=x

Both of the above are derived from the following two equations that define a logarithm:-

bc=xlogb(x)=c

Substituting c in the left equation gives blogb(x) = x, and substituting x in the right gives logb(bc) = c. Finally, replace c by x.

Using simpler operations

Logarithms can be used to make calculations easier. For example, two numbers can be multiplied just by using a logarithm table and adding. The first three operations below assume Template:Nowrap beginx = bcTemplate:Nowrap end, and/or Template:Nowrap beginy = bdTemplate:Nowrap end so that Template:Nowrap beginlogb(x) = cTemplate:Nowrap end and Template:Nowrap beginlogb(y) = dTemplate:Nowrap end. Derivations also use the log definitions Template:Nowrap beginx = blogb(x)Template:Nowrap end and Template:Nowrap beginx = logb(bx)Template:Nowrap end.

logb(xy)=logb(x)+logb(y) because bcbd=bc+d
logb(xy)=logb(x)logb(y) because bcd=bcbd
logb(xd)=dlogb(x) because (bc)d=bcd
logb(xy)=logb(x)y because xy=x1/y
xlogb(y)=ylogb(x) because xlogb(y)=blogb(x)logb(y)=blogb(y)logb(x)=ylogb(x)
clogb(x)+dlogb(y)=logb(xcyd) because logb(xcyd)=logb(xc)+logb(yd)

Where b, x, and y are positive real numbers and b1. Both c and d are real numbers.

The laws result from canceling exponentials and appropriate law of indices. Starting with the first law:

xy=blogb(x)blogb(y)=blogb(x)+logb(y)logb(xy)=logb(blogb(x)+logb(y))=logb(x)+logb(y)

The law for powers exploits another of the laws of indices:

xy=(blogb(x))y=bylogb(x)logb(xy)=ylogb(x)

The law relating to quotients then follows:

logb(xy)=logb(xy1)=logb(x)+logb(y1)=logb(x)logb(y)

Similarly, the root law is derived by rewriting the root as a reciprocal power:

logb(xy)=logb(x1y)=1ylogb(x)

Changing the base

logba=logdalogdb

This identity is useful to evaluate logarithms on calculators. For instance, most calculators have buttons for ln and for log10, but not for log2. To find log2(3), one could calculate log10(3) / log10(2) (or ln(3)/ln(2), which yields the same result).

Proof

Let c=logba.
Then bc=a.
Take logd on both sides: logdbc=logda
Simplify and solve for c: clogdb=logda
c=logdalogdb
Since c=logba, then logba=logdalogdb

This formula has several consequences:

logba=1logab
logbna=logban
blogad=dlogab
logba=logb(1a)=log1ba


logb1a1logbnan=logbπ(1)a1logbπ(n)an,

where π is any permutation of the subscripts 1, ..., n. For example

logbwlogaxlogdclogdz=logdwlogbxlogaclogdz.

Summation/subtraction

The following summation/subtraction rule is especially useful in probability theory when one is dealing with a sum of log-probabilities:

logb(a+c)=logba+logb(1+blogbclogba)
logb(ac)=logba+logb(1blogbclogba)

which gives the special cases:

logb(a+c)=logba+logb(1+ca)
logb(ac)=logba+logb(1ca)

Note that in practice a and c have to be switched on the right hand side of the equations if c>a. Also note that the subtraction identity is not defined if a=c since the logarithm of zero is not defined.

More generally:

logbi=0Nai=logba0+logb(1+i=1Naia0)=logba0+logb(1+i=1Nb(logbailogba0))

where a0,,aN>0.

Exponents

A useful identity involving exponents:

xlog(log(x))log(x)=log(x)

Calculus identities

Limits

limx0+logax=if a>1
limx0+logax=+if a<1
limx+logax=+if a>1
limx+logax=if a<1
limx0+xblogax=0if b>0
limx+1xblogax=0if b>0

The last limit is often summarized as "logarithms grow more slowly than any power or root of x".

Derivatives of logarithmic functions

ddxlnx=1x,
ddxlogbx=1xlnb,

Where x>0, b>0, and b1.

Integral definition

lnx=1x1tdt

Integrals of logarithmic functions

logaxdx=x(logaxlogae)+C

To remember higher integrals, it's convenient to define:

x[n]=xn(log(x)Hn)

Where Hn is the nth Harmonic number.

x[0]=logx
x[1]=xlog(x)x
x[2]=x2log(x)32x2
x[3]=x3log(x)116x3

Then,

ddxx[n]=nx[n1]
x[n]dx=x[n+1]n+1+C

Approximating large numbers

The identities of logarithms can be used to approximate large numbers. Note that logb(a) + logb(c) = logb(ac), where a, b, and c are arbitrary constants. Suppose that one wants to approximate the 44th Mersenne prime, 232,582,657 − 1. To get the base-10 logarithm, we would multiply 32,582,657 by log10(2), getting 9,808,357.09543 = 9,808,357 + 0.09543. We can then get 109,808,357 × 100.09543 ≈ 1.25 × 109,808,357.

Similarly, factorials can be approximated by summing the logarithms of the terms.

Complex logarithm identities

The complex logarithm is the complex number analogue of the logarithm function. No single valued function on the complex plane can satisfy the normal rules for logarithms. However a multivalued function can be defined which satisfies most of the identities. It is usual to consider this as a function defined on a Riemann surface. A single valued version called the principal value of the logarithm can be defined which is discontinuous on the negative x axis and equals the multivalued version on a single branch cut.

Definitions

The convention will be used here that a capital first letter is used for the principal value of functions and the lower case version refers to the multivalued function. The single valued version of definitions and identities is always given first followed by a separate section for the multiple valued versions.

ln(r) is the standard natural logarithm of the real number r.
Log(z) is the principal value of the complex logarithm function and has imaginary part in the range (-π, π].
Arg(z) is the principal value of the arg function, its value is restricted to (-π, π]. It can be computed using Arg(x+iy)= atan2(y, x).
Log(z)=ln(|z|)+iArg(z)
eLog(z)=z

The multiple valued version of log(z) is a set but it is easier to write it without braces and using it in formulas follows obvious rules.

log(z) is the set of complex numbers v which satisfy ev = z
arg(z) is the set of possible values of the arg function applied to z.

When k is any integer:

log(z)=ln(|z|)+iarg(z)
log(z)=Log(z)+2πik
elog(z)=z

Constants

Principal value forms:

Log(1)=0
Log(e)=1

Multiple value forms, for any k an integer:

log(1)=0+2πik
log(e)=1+2πik

Summation

Principal value forms:

Log(z1)+Log(z2)=Log(z1z2)(mod2πi)
Log(z1)Log(z2)=Log(z1/z2)(mod2πi)

Multiple value forms:

log(z1)+log(z2)=log(z1z2)
log(z1)log(z2)=log(z1/z2)

Powers

A complex power of a complex number can have many possible values.

Principal value form:

z1z2=ez2Log(z1)
Log(z1z2)=z2Log(z1)(mod2πi)

Multiple value forms:

z1z2=ez2log(z1)

Where k1, k2 are any integers:

log(z1z2)=z2log(z1)+2πik2
log(z1z2)=z2Log(z1)+z22πik1+2πik2

See also

References

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