You are here
Home ›Jensen's inequality
Primary tabs
Jensen’s inequality
If is a convex function on the interval , for each and each with one has:
A common situation occurs when ; in this case, the inequality simplifies to:
where .
If is a concave function, the inequality is reversed.
Example:
is a convex function on .
Then
A very special case of this inequality is when because then
that is, the value of the function at the mean of the is less or equal than the mean of the values of the function at each .
There is another formulation of Jensen’s inequality used in probability:
Let be some random variable, and let be a convex function (defined at least on a segment containing the range of ). Then the expected value of is at least the value of at the mean of :
With this approach, the weights of the first form can be seen as probabilities.
Mathematics Subject Classification
81Q30 Feynman integrals and graphs; applications of algebraic topology and algebraic geometry26D15 Inequalities for sums, series and integrals
39B62 Functional inequalities, including subadditivity, convexity, etc.
18-00 General reference works (handbooks, dictionaries, bibliographies, etc.)
- Forums
- Planetary Bugs
- HS/Secondary
- University/Tertiary
- Graduate/Advanced
- Industry/Practice
- Research Topics
- LaTeX help
- Math Comptetitions
- Math History
- Math Humor
- PlanetMath Comments
- PlanetMath System Updates and News
- PlanetMath help
- PlanetMath.ORG
- Strategic Communications Development
- The Math Pub
- Testing messages (ignore)
- Other useful stuff
Recent Activity
new question: pure subgroups by lvoyster
new correction: Typo in M\"obius function? by Aleph Zero
new collection: analytic number theory by Aleph Zero
May 20
new question: Taylor's Series Query! by unlord
new question: Laplace transform by J
new question: Residue Calculus by J
May 19
new Education: Project: PlanetMath Outlines Series by unlord
May 17
new image: sinx_approx.png by jeremyboden
new image: approximation_to_sinx by jeremyboden
new image: approximation_to_sinx by jeremyboden
Info
Attached Articles
Corrections
broken by yark ✓
More general form by Andrea Ambrosio ✓
notation by Mathprof ✓


