Relationship of Physical Quantities in Functions

Click For Summary

Homework Help Overview

The discussion revolves around a physics lab assignment involving data analysis and graphing. The original poster is tasked with creating graphs from three data tables and determining the functions that describe the relationships between the variables presented in the tables.

Discussion Character

  • Exploratory, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • The original poster attempts to graph data with reactance as the independent variable and frequency as the dependent variable, questioning the nature of the function represented. They explore power functions and express uncertainty about deriving coefficients from the equations. Other participants suggest using logarithmic scales to analyze the data further, leading to observations about the slope and potential relationships.

Discussion Status

Participants have engaged in a productive exploration of the data, with some guidance provided on using logarithmic transformations to identify function types. The original poster has made progress on the first two data sets and is seeking clarification on the last data table, indicating an ongoing dialogue without explicit consensus.

Contextual Notes

The original poster notes that the assignment does not involve physics concepts directly, which may influence their approach to the problem. There is also mention of uncertainty in the data, which is acknowledged in the discussion.

Youngster
Messages
37
Reaction score
0

Homework Statement



This is actually a part of my physics lab assignment, but there isn't any physics involved here, so I chose to post this here. I hope that isn't a problem.

Anyway, I've been given three data tables, and have been asked to make graphs for each of the data tables by hand. After doing so, I'm tasked to find the function for each graph, also being tasked with finding the relationships between the values that compose the function.

Here is one of those tables:

0QXs1.png


Homework Equations



For linear functions: y = Bx + A
For power functions: log y = n log x + log A
For exponential functions: ln y = Bx + ln A

The Attempt at a Solution



I did actually graph the data first, with reactance as my independent variable (in the x-axis) and frequency as my dependent variable, and I'm guessing it's not an exponential function, just based on appearance.

OMNdp.png


I then tried plugging in my y values into power function equation, but I don't know how to derive the exponent n, or the coefficient A from that equation (assuming a power function relationship even exists in this case).

I'm hoping to get some direction here, so I can start on the other two data sets that I've also graphed.
 
Physics news on Phys.org
Hint -- what does it look like if you make the horizontal axis logarithmic?
 
Okay, just tried that and got a (nearly) straight line with a slope around -1.

So -1 would be n, and A (after some further calculation) would be about 4.492.

Plugged those into check so that at x = 100, y = 310.7, and at x = 200, y = 155.34. These are pretty close, and sound reasonable when factoring in uncertainty. Thanks a lot!

Okay, I also managed to do the second one, but I need some clarification (and maybe help) with the last data table.

ygU6T.png


The energy given by GeV is the independent variable here, yes?
 
Youngster said:
The energy given by GeV is the independent variable here, yes?

Yes. What does the graph look like?
 
Alright, the graph looks like this:

vrrvl.png


And I was thinking this was an exponential function, but when I took the logarithm of both sides, I got another (somewhat) straight line

1DE3O.png


So I'm guessing it's another power function since the natural log of the dependent variable does not form a straight line.

Plugging the values in, I again receive values pretty close to what should be expected. I suppose none of the data tables given provide an exponential function (the second one was linear when graphed).

Thanks a lot, I appreciate the help.
 
Good work!
 

Similar threads

  • · Replies 12 ·
Replies
12
Views
3K
Replies
4
Views
3K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 17 ·
Replies
17
Views
3K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 11 ·
Replies
11
Views
3K
  • · Replies 18 ·
Replies
18
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 11 ·
Replies
11
Views
3K
  • · Replies 11 ·
Replies
11
Views
3K