Proving Inequality: Can Partial Derivatives Help?

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In summary, if we have an inequality stating that ##f(x, y) > c## for a function of two variables and a constant, and we know it to be true for ##x = a## and ##y = b##, showing that the partial derivatives of ##f(x, y)## with respect to ##x## and ##y## are both greater than zero proves that ##f(x, y) > c## whenever ##x \geq a## and ##y \geq b##. However, this may not hold true if the partial derivatives are only positive at the specific point ##(a, b)##, as demonstrated by the counterexample of the Mexican hat potential. It is important to consider the
  • #1
Physicist97
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Hello!
Say we have an inequality that says that ##f(x, y)>c## where ##f(x, y)## is a function of two variables and ##c## is a constant. Assume that we know this inequality to be true when ##x=a## and ##y=b##. If you show that the partial derivatives of ##f(x, y)## with respect to ##x## and ##y## are both greater than zero, does that prove that ##f(x, y)>c## whenever ##x## is greater than or equal to ##a## and ##y## is greater than or equal to ##b##?
 
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  • #3
The partial derivatives are positive in the regions ##x>a## and ##y>b##. They could be positive everywhere, but the above is what I think is important to proving that inequality. I could be wrong, though.
 
  • #4
The mexican hat potential is a counterexample. Only that the derivatives in (0,0) are zero. But then one could define a pole there.
All derivatives are positive, the function values let's say in a circle of radius r are all above c but not outside of it, i.e. for x,y > r.
 

Related to Proving Inequality: Can Partial Derivatives Help?

1. What is the purpose of proving inequality using partial derivatives?

The purpose of proving inequality using partial derivatives is to determine the relationship between two variables and to show that one variable is always greater or less than the other. This can help in understanding the behavior of a system and making predictions about its outcomes.

2. How do partial derivatives help in proving inequality?

Partial derivatives help in proving inequality by calculating the rate of change of one variable with respect to the other. This allows us to compare the values of the two variables at different points and determine if one is always greater or less than the other.

3. Can partial derivatives be used for all types of inequalities?

No, partial derivatives can only be used to prove inequalities between differentiable functions. They cannot be used for other types of inequalities, such as those involving absolute values or discontinuous functions.

4. Are there any limitations to using partial derivatives for proving inequality?

One limitation of using partial derivatives for proving inequality is that it only considers two variables at a time. It may not be able to capture the full complexity of a system with multiple variables. Additionally, partial derivatives may not provide a complete proof for more complex inequalities and may need to be supplemented with other mathematical techniques.

5. Can partial derivatives be used for proving equality as well?

Yes, partial derivatives can also be used for proving equality by setting the two partial derivatives equal to each other and solving for the common variable. This can be useful in determining critical points or finding the maximum and minimum values of a function.

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