Can I calculate the average of these numbers?

StackOverflow https://stackoverflow.com/questions/340376

  •  19-08-2019
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Question

I was wondering if it's possible to calculate the average of some numbers if I have this:

int currentCount = 12;
float currentScore = 6.1123   (this is a range of 1 <-> 10).

Now, if I receive another score (let's say 4.5), can I recalculate the average so it would be something like:

int currentCount now equals 13
float currentScore now equals ?????

or is this impossible and I still need to remember the list of scores?

Was it helpful?

Solution

The following formulas allow you to track averages just from stored average and count, as you requested.

currentScore = (currentScore * currentCount + newValue) / (currentCount + 1)
currentCount = currentCount + 1

This relies on the fact that your average is currently your sum divided by the count. So you simply multiply count by average to get the sum, add your new value and divide by (count+1), then increase count.

So, let's say you have the data {7,9,11,1,12} and the only thing you're keeping is the average and count. As each number is added, you get:

+--------+-------+----------------------+----------------------+
| Number | Count |   Actual average     | Calculated average   |
+--------+-------+----------------------+----------------------+
|      7 |     1 | (7)/1           =  7 | (0 * 0 +  7) / 1 = 7 |
|      9 |     2 | (7+9)/2         =  8 | (7 * 1 +  9) / 2 = 8 |
|     11 |     3 | (7+9+11)/3      =  9 | (8 * 2 + 11) / 3 = 9 |
|      1 |     4 | (7+9+11+1)/4    =  7 | (9 * 3 +  1) / 4 = 7 |
|     12 |     5 | (7+9+11+1+12)/5 =  8 | (7 * 4 + 12) / 5 = 8 |
+--------+-------+----------------------+----------------------+

OTHER TIPS

I like to store the sum and the count. It avoids an extra multiply each time.

current_sum += input;
current_count++;
current_average = current_sum/current_count;

It's quite easy really, when you look at the formula for the average: A1 + A2 + ... + AN/N. Now, If you have the old average and the N (numbers count) you can easily calculate the new average:

newScore = (currentScore * currentCount + someNewValue)/(currentCount + 1)

You can store currentCount and sumScore and you calculate sumScore/currentCount.

or... if you want to be silly, you can do it in one line :

 current_average = (current_sum = current_sum + newValue) / ++current_count;

:)

float currentScore now equals (currentScore * (currentCount-1) + 4.5)/currentCount ?

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