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When is it more efficient to store the value of a calculation than perform that calculation 2 or more times?

I have always been under the impression that performing a simple arithmetic calculation two or three times is faster than instantiating a variable to hold the value of the calculation.

But, I'm not really sure where I got that notion from.

So, I was wondering if there was a good general guideline to follow?