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[[File:Bernoulli inequality.svg|right|thumb|An illustration of Bernoulli's inequality, with the graphs of <math>y=(1 + x)^r</math> and <math>y=1 + rx</math> shown in red and blue respectively. Here, <math>r=3.</math>]]
In [[real analysis]], '''Bernoulli's inequality''' (named after [[Jacob Bernoulli]]) is an [[inequality (mathematics)|inequality]] that approximates [[exponentiation]]s of&nbsp;1&nbsp;+&nbsp;''x''.
 
The inequality states that
 
:<math>(1 + x)^r \geq 1 + rx\!</math>
 
for every [[integer]] ''r''&nbsp;≥&nbsp;0 and every [[real number]] ''x''&nbsp;≥&nbsp;−1. If the exponent ''r'' is [[even number|even]], then the inequality is valid for ''all'' real numbers&nbsp;''x''. The strict version of the inequality reads
 
:<math>(1 + x)^r > 1 + rx\!</math>
 
for every integer ''r''&nbsp;≥&nbsp;2 and every real number ''x''&nbsp;≥&nbsp;−1 with ''x''&nbsp;≠&nbsp;0.
 
Bernoulli's inequality is often used as the crucial step in the [[proof (math)|proof]] of other inequalities. It can itself be proved using [[mathematical induction]], as shown below.
 
==Proof of the inequality==
 
For ''r''&nbsp;=&nbsp;0,
 
:<math>(1+x)^0 \ge 1+0x \, </math>
 
is equivalent to 1&nbsp;≥&nbsp;1 which is true as required.
 
Now suppose the statement is true for ''r''&nbsp;=&nbsp;''k'':
 
:<math>(1+x)^k \ge 1+kx. \, </math>
 
Then it follows that
 
:<math>
\begin{align}
& {} \qquad (1+x)(1+x)^k \ge (1+x)(1+kx)\quad\text{(by hypothesis, since }(1+x)\ge 0) \\
& \iff (1+x)^{k+1} \ge 1+kx+x+kx^2, \\
& \iff (1+x)^{k+1} \ge 1+(k+1)x+kx^2.
\end{align}
</math>
 
However, as 1&nbsp;+&nbsp;(''k''&nbsp;+&nbsp;1)''x''&nbsp;+&nbsp;''kx''<sup>2</sup>&nbsp;≥&nbsp;1&nbsp;+&nbsp;(''k''&nbsp;+&nbsp;1)''x'' (since ''kx''<sup>2</sup>&nbsp;≥&nbsp;0), it follows that (1&nbsp;+&nbsp;''x'')<sup>''k''&nbsp;+&nbsp;1</sup>&nbsp;≥&nbsp;1&nbsp;+&nbsp;(''k''&nbsp;+&nbsp;1)''x'', which means the statement is true for ''r''&nbsp;=&nbsp;''k''&nbsp;+&nbsp;1 as required.
 
By induction we conclude the statement is true for all&nbsp;''r''&nbsp;≥&nbsp;0.
 
==Generalization==
 
The exponent ''r'' can be generalized to an arbitrary real number as follows: if ''x''&nbsp;>&nbsp;−1, then
 
:<math>(1 + x)^r \geq 1 + rx\!</math>
 
for ''r''&nbsp;≤&nbsp;0 or ''r''&nbsp;≥&nbsp;1, and
 
:<math>(1 + x)^r \leq 1 + rx\!</math>
 
for 0&nbsp;≤&nbsp;''r''&nbsp;≤&nbsp;1.
 
This generalization can be proved by comparing [[derivative]]s.
Again, the strict versions of these inequalities require ''x''&nbsp;≠&nbsp;0 and&nbsp;''r''&nbsp;≠&nbsp;0,&nbsp;1.
 
== Related inequalities ==
The following inequality estimates the ''r''-th power of 1 + ''x'' from the other side. For any real numbers ''x'',&nbsp;''r''&nbsp;>&nbsp;0, one has
 
:<math>(1 + x)^r \le e^{rx},\!</math>
 
where ''e'' = [[e (number)|2.718...]]. This may be proved using the inequality&nbsp;(1&nbsp;+&nbsp;1/''k'')<sup>''k''</sup>&nbsp;<&nbsp;''e''.
 
==Alternative form==
An alternative form of Bernoulli's inequality for  <math> t\geq 1 </math> and  <math> 0\le x\le 1 </math>  is:
 
:<math> (1-x)^t \ge 1-xt. </math>
 
This can be proved (for integer t) by using the formula for [[geometric series]]: (using y=1-x)
 
:<math>t=1+1+\dots+1 \ge 1+y+y^2+\ldots+y^{t-1}=\frac{1-y^t}{1-y}</math>
or equivalently <math>xt \ge 1-(1-x)^t. </math>
 
==Proof for rational case==
 
An "elementary" proof can be given using the fact that [[Inequality of arithmetic and geometric means|geometric mean of positive numbers is less than arithmetic mean]]
 
First assume <math>t=\frac{a}{b}\leq 1</math>
 
By comparing [[Arithmetic mean|Arithmetic]] and [[Geometric mean]] of <math>b</math> numbers
(<math> (1+x) </math> occurs <math> a </math> times):
 
<math>1,1, \ldots, (1+x),(1+x),\ldots (1+x) </math>
 
we get
 
<math> (1+x)^{a/b} \leq \left(1+\frac{a}{b}x\right)</math>
 
or equivalently
 
<math> (1+x)^{t} \leq \left(1+t x\right)</math>
 
This proves inequality for <math> t \leq 1</math> case.
 
For <math> s \geq 1</math> case,
let <math> z=\frac{a}{b}x</math> As <math>x\geq -1, z\geq -\frac{a}{b}</math>
we get  with <math>s=\frac{1}{t}=\frac{b}{a}\geq 1</math>,
 
<math> \left(1+ z \right)^{s}\geq 1+sz</math>
 
This proves inequality for <math> s \geq 1</math> case.
 
As these inequalities are true for all rational numbers <math> t \leq 1</math> and <math> s \geq 1</math>,
they are also true for all real numbers. this is because, any real number can be
approximated by rational numbers to arbitrary precision (this formally follows from the [[Construction of the real numbers|Cauchy construction of real numbers]]).
 
==References==
* {{cite book |last=Carothers |first=N. |title=Real Analysis |year=2000 |publisher=Cambridge University Press |location=Cambridge |isbn=978-0-521-49756-5 |page=9 }}
* {{cite book |last=Bullen |first=P.S. |title=Handbook of Means and Their Inequalities |year=1987 |publisher=Springer |location=Berlin |isbn=978-1-4020-1522-9 |page=4 }}
* {{cite book |last=Zaidman  |first=Samuel |title=Advanced Calculus |year=1997 |publisher=World Scientific Publishing Company |location=City |isbn=978-981-02-2704-3 |page=32 }}
 
== External links ==
* {{MathWorld |title= Bernoulli Inequality |urlname= BernoulliInequality}}
* [http://demonstrations.wolfram.com/BernoulliInequality/ Bernoulli Inequality] by Chris Boucher, [[Wolfram Demonstrations Project]].
* {{cite web|title=Introduction to Inequalities|url=http://www.mediafire.com/?1mw1tkgozzu |author=Arthur Lohwater|year=1982|publisher=Online e-book in PDF format}}
* Sanjeev Saxena, [http://www.cse.iitk.ac.in/users/ssax/bernoulii-inequality.pdf  "A Simple Proof of Bernoulli's Inequality"],  [http://vixra.org/abs/1205.0068 viXra:1205.0068], May 2012
 
{{DEFAULTSORT:Bernoulli's Inequality}}
[[Category:Inequalities]]

Revision as of 12:03, 23 January 2014

Template:No footnotes

An illustration of Bernoulli's inequality, with the graphs of and shown in red and blue respectively. Here,

In real analysis, Bernoulli's inequality (named after Jacob Bernoulli) is an inequality that approximates exponentiations of 1 + x.

The inequality states that

for every integer r ≥ 0 and every real number x ≥ −1. If the exponent r is even, then the inequality is valid for all real numbers x. The strict version of the inequality reads

for every integer r ≥ 2 and every real number x ≥ −1 with x ≠ 0.

Bernoulli's inequality is often used as the crucial step in the proof of other inequalities. It can itself be proved using mathematical induction, as shown below.

Proof of the inequality

For r = 0,

is equivalent to 1 ≥ 1 which is true as required.

Now suppose the statement is true for r = k:

Then it follows that

However, as 1 + (k + 1)x + kx2 ≥ 1 + (k + 1)x (since kx2 ≥ 0), it follows that (1 + x)k + 1 ≥ 1 + (k + 1)x, which means the statement is true for r = k + 1 as required.

By induction we conclude the statement is true for all r ≥ 0.

Generalization

The exponent r can be generalized to an arbitrary real number as follows: if x > −1, then

for r ≤ 0 or r ≥ 1, and

for 0 ≤ r ≤ 1.

This generalization can be proved by comparing derivatives. Again, the strict versions of these inequalities require x ≠ 0 and r ≠ 0, 1.

Related inequalities

The following inequality estimates the r-th power of 1 + x from the other side. For any real numbers xr > 0, one has

where e = 2.718.... This may be proved using the inequality (1 + 1/k)k < e.

Alternative form

An alternative form of Bernoulli's inequality for and is:

This can be proved (for integer t) by using the formula for geometric series: (using y=1-x)

or equivalently

Proof for rational case

An "elementary" proof can be given using the fact that geometric mean of positive numbers is less than arithmetic mean

First assume

By comparing Arithmetic and Geometric mean of numbers ( occurs times):

we get

or equivalently

This proves inequality for case.

For case, let As we get with ,

This proves inequality for case.

As these inequalities are true for all rational numbers and , they are also true for all real numbers. this is because, any real number can be approximated by rational numbers to arbitrary precision (this formally follows from the Cauchy construction of real numbers).

References

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  • 20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

    My blog: http://www.primaboinca.com/view_profile.php?userid=5889534
  • 20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

    My blog: http://www.primaboinca.com/view_profile.php?userid=5889534

External links



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  • Bernoulli Inequality by Chris Boucher, Wolfram Demonstrations Project.
  • Template:Cite web
  • Sanjeev Saxena, "A Simple Proof of Bernoulli's Inequality", viXra:1205.0068, May 2012