Similarity between exact equations and potential functions

In summary: An "exact differential" is a special case of a "differential": a differential is exact if it can be expressed as the gradient of a function.In summary, the conversation discusses the concept of exact differential equations and potential functions. The speaker recognizes the similarities between this concept and the use of exact equations in finding potential functions in vector calculus. They ask for clarification on the end goal and interchangeability of the two processes. The expert summarizer explains that potentials exist if there is an "exact differential" and provides resources for further understanding of the theory. The conversation concludes with the speaker gaining a better understanding of the concept.
  • #1
leehufford
98
1
Hello,

I'm currently in a differential equations course, and we are learning how to solve exact equations in the form of Mdx + Ndy = 0.

I immediately recognized this from my vector calculus class as it was used to find a potential function of a vector field (assuming the vector field was conservative). We integrated both M dx and N dy, combined them on a term by term basis and came up with a potential function.

In differential equations we start to do the same thing but then we set the resulting function from integration equal to N (or M, whichever one we didn't integrate).

I was just wondering if both of these processes have the same end goal and/or are interchangeable. If they aren't interchangeable why are they different? Seems like we get a function as an answer to each problem. The problems seem to slightly deviate from each other but I was wondering if this is just my professor's style. Thanks in advance,

Lee
 
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  • #2
Potentials exist if there is an "exact differential"; that is, the expression must be integrable.

For a concise statement see http://mathworld.wolfram.com/ExactDifferential.html

Here is a treatment of the theory: http://ocw.mit.edu/courses/mathematics/18-02sc-multivariable-calculus-fall-2010/3.-double-integrals-and-line-integrals-in-the-plane/part-b-vector-fields-and-line-integrals/session-63-potential-functions/MIT18_02SC_MNotes_v2.2to3.pdf
 
  • #3
UltrafastPED said:
Potentials exist if there is an "exact differential"; that is, the expression must be integrable.

For a concise statement see http://mathworld.wolfram.com/ExactDifferential.html

Here is a treatment of the theory: http://ocw.mit.edu/courses/mathematics/18-02sc-multivariable-calculus-fall-2010/3.-double-integrals-and-line-integrals-in-the-plane/part-b-vector-fields-and-line-integrals/session-63-potential-functions/MIT18_02SC_MNotes_v2.2to3.pdf

Thanks for the reply. After reading the MIT document it seems like a potential function is the integral of a solution to an exact differential equation. Is that a correct assessment? Does that make the gradient of the function the original differential equation? Sorry it's still a little hazy.

Lee
 
  • #4
You have it just about right.

The potential is the integral of the exact differential; when you take the gradient you obtain the integrated function.

In physics the potential is path independent; the gradient provides the negative of the force.
 
  • #5
I get annoyed at physics notation for mathematics concepts! (A pet peeve of mine.)

In mathematics notation, a differential in two (or three) variables, u(x,y)dx+ v(x,y)dy (or df= u(x,y,z)dx+ v(x,y,z)dy+ w(x,y,z)dz) is an exact differential (if there is a function, f such that [itex]\dfrac{\partial f}{\partial x}= u(x,y)[/itex] and [itex]\dfrac{\partial f}{\partial y}= v(x,y)[/itex]
(and that [itex]\dfrac{\partial f}{\partial z}= w(x,y,z)[/itex]). That is the concept introduced in "multi-variable Calculus", usually in connection with path integrals, and is exactly the idea behind "exact differential equations".
 

FAQ: Similarity between exact equations and potential functions

What is the similarity between exact equations and potential functions?

The similarity between exact equations and potential functions is that they both describe physical systems in terms of mathematical equations. Both exact equations and potential functions are used in physics and engineering to model and understand various phenomena in the natural world.

How are exact equations and potential functions related?

Exact equations and potential functions are closely related because they both involve the concept of a potential energy function. In exact equations, the potential energy function represents the energy stored in a system, while in potential functions, it represents the energy of a particle at a given point in space.

What are the differences between exact equations and potential functions?

The main difference between exact equations and potential functions is that exact equations are used to describe the behavior of a system as a whole, while potential functions are used to describe the behavior of individual particles within a system. Additionally, exact equations typically involve more complex mathematical operations, while potential functions are often simpler to calculate.

What types of systems can be described using exact equations and potential functions?

Exact equations and potential functions can be used to describe a wide range of physical systems, including mechanical systems, electrical circuits, and even biological systems. Any system that involves the concept of potential energy can be described using these mathematical tools.

How are exact equations and potential functions used in scientific research?

Exact equations and potential functions are essential tools in scientific research because they allow scientists to mathematically model and analyze complex systems. By using these equations, scientists can make predictions about the behavior of a system and test their theories through experiments and observations.

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