Derivation of a Higher Order Derivative Test

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SUMMARY

The discussion centers on the generalization of the higher-order derivative test for determining local minima and maxima of functions. Specifically, it addresses the inconclusiveness of the second-order derivative test when ##f''(c)=0## and proposes that if the first non-zero derivative at a point ##x_0## is the n-th derivative, the function behaves locally like ##f(x_0)+(f^{(n)}(x_0)/n!) (x-x_0)^n##. A local minimum occurs if n is even and ##f^{(n)}(x_0) > 0##. The example of the function ##f(x)=x^4## illustrates that it has a minimum at 0 without needing higher derivatives.

PREREQUISITES
  • Understanding of first and second-order derivative tests
  • Familiarity with Taylor series expansion
  • Knowledge of local minima and maxima concepts
  • Basic calculus skills, particularly in differentiation
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  • Study the derivation of Taylor series for functions
  • Learn about the implications of higher-order derivatives in calculus
  • Explore examples of functions with higher-order derivatives and their behavior
  • Investigate applications of higher-order derivative tests in optimization problems
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Students and professionals in mathematics, particularly those studying calculus and optimization techniques, as well as educators looking to enhance their understanding of derivative tests.

bagasme
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TL;DR
How can we generalize first and second-order derivative tests to higher derivatives?
Hello,

In second-order derivative test, the test is inconclusive when ##f''(c)=0##, so we had to generalize to higher-order derivative test.

I was wondering how such tests can be generalized and derived?

For example, how can I prove that ##f(x)=x^4## have minimum at 0?

Bagas
 
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bagasme said:
Summary:: How can we generalize first and second-order derivative tests to higher derivatives?

Hello,

In second-order derivative test, the test is inconclusive when ##f''(c)=0##, so we had to generalize to higher-order derivative test.

I was wondering how such tests can be generalized and derived?

For example, how can I prove that ##f(x)=x^4## have minimum at 0?
For this example, there's no need for a test involving higher derivatives. It's easy to see that this function has its minimum at 0 because, if x > 0, then f'(x) > 0, and if x < 0, then f'(x) < 0. In other words, f is decreasing on ##(-\infty, 0)## and is increasing on ##(0, \infty)##. It's as simple as that.
 
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Mark44 said:
For this example, there's no need for a test involving higher derivatives. It's easy to see that this function has its minimum at 0 because, if x > 0, then f'(x) > 0, and if x < 0, then f'(x) < 0. In other words, f is decreasing on ##(-\infty, 0)## and is increasing on ##(0, \infty)##. It's as simple as that.
Nope, I just want higher derivative test derivation.
 
Assume that the function is analytic. If the first non-zero derivative at the point ##x_0## is the n'th derivative, then the function behaves locally like ##f(x_0)+(f^{(n)}(x_0)/n!) (x-x_0)^n##. So ##x_0## is a local minimum if ##n## is even and ##f^{(n)}(x_0) \gt 0##.
 
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I saw the derivation on SE forum, is the explanation right?
 
bagasme said:
I saw the derivation on SE forum, is the explanation right?
Yes. In fact, it points out a correction that I must make by adding ##f(x_0)## to my post. I will edit and fix my post.
 

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