Exploring Exponential and Power Law Variations with Logarithmic Plots

In summary, the statement requires students to use logarithmic plots to test variations in exponential and power-law behavior.
  • #1
ay2k
29
0
[SOLVED] Logarithmic plots...

Homework Statement



use logarithmic plots to test exponential and power law variations

This statement appears in the Cambridge A'Level Syllabus

Can somebody please explain what does this statement require from the student?

Helpful links would be highly appreciated




Homework Equations



not relevent

The Attempt at a Solution



not relevent
 
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  • #2
ay2k said:
use logarithmic plots to test exponential and power law variations

Hi ay2k! :smile:

It just means do a graph with axes showing log(y) and x, or log(y) and log(x), instead of y and x.

The object is to get the students to choose a set of axes (a "plot") in which their experimental data should lie on a straight line! :biggrin:
 
  • #3
There will, in fact, be two different versions you will need. The one tiny-tim describes will give a straight line for power-law functions, those which have the form y = A(x^n) ; such plots are (or at least used to be) called log-log plots. The other type uses log(y) vs. x , which gives a straight line for exponential functions, having the form y = C(e^n) ; these are called semi-log or log-linear plots.
 
  • #4
with exponential cases...we use ln right?not lg i suppose...

and how do we know that when to use ln or lg in exp case?
 
  • #5
with exponential cases...we use ln right?not lg i suppose...

and if so, how do we know that when to use ln or lg in exp case?
 
  • #6
ay2k said:
with exponential cases...we use ln right?not lg i suppose...

and if so, how do we know that when to use ln or lg in exp case?

Hi ay2k! :smile:

You can use log or ln, it doesn't matter.

If you have log tables, use log.

If you have ln tables, use ln.

If you have both, use the base 10 one (I forget which way round it is! :rolleyes:), since that's easier! :smile:
 
  • #7
In one sense, it doesn't matter. Whatever base you use for the logarithm, a general exponential function y = C·(a^n) will still give a straight line on a semi-log plot, since a logarithm to any base of a constant a will be a constant as well. People use ln or log_10 according to their taste or the standards of their field; mathematicians and physicists generally use natural logarithms, while most other scientists and engineers prefer common (base 10) logarithms.
 
  • #8
thankyou...my problem is solved...
 

Related to Exploring Exponential and Power Law Variations with Logarithmic Plots

1. What are exponential and power law variations?

Exponential and power law variations refer to mathematical relationships where one variable increases or decreases at an exponentially greater rate than another variable. In exponential variations, the rate of change is proportional to the current value of the variable, while in power law variations, the rate of change is proportional to the value of the variable raised to a power.

2. Why are logarithmic plots used to explore these variations?

Logarithmic plots are used to explore exponential and power law variations because they allow for a more visual representation of the data. Logarithmic scales compress large ranges of values, making it easier to see patterns and trends in the data. This is particularly useful when dealing with data that has a wide range of values.

3. How do you interpret a logarithmic plot?

In a logarithmic plot, the distance between two points on the vertical axis represents a ratio instead of an absolute difference. For example, if the distance between two points is 1 on a logarithmic scale, it means that the second point is 10 times greater than the first point. This allows for a better understanding of the relationship between the two variables being plotted.

4. What are some real-life applications of exponential and power law variations?

Exponential and power law variations can be found in various fields such as physics, biology, economics, and finance. They can be used to model population growth, radioactive decay, stock market fluctuations, and many other phenomena. Understanding these variations can help predict future trends and make informed decisions.

5. Are there any limitations to using logarithmic plots for exploring exponential and power law variations?

While logarithmic plots are useful for visualizing data with a wide range of values, they may not be suitable for all types of data. In some cases, a linear plot may be more appropriate. Additionally, logarithmic plots can be misleading if the data is not properly scaled or if the relationship between the variables is not truly exponential or power law.

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