Note that only the highest exponent is relevant. With some work we could prove that for example O(n^3 + n^2 + n) is equivalent to O(n^3).
just adding on for others that “some work” can be simply explained as figuring out the answer to “as n grows, which of n3, n2 or n affects the result the most?”
Yes, it’s pretty intuitive. A formal proof is still a bit more work than what I can fit in an ELI5 but at the same time simple enough that it can be given to a 2nd semester computer science student as an exercise.
just adding on for others that “some work” can be simply explained as figuring out the answer to “as
n
grows, which of n3, n2 or n affects the result the most?”Yes, it’s pretty intuitive. A formal proof is still a bit more work than what I can fit in an ELI5 but at the same time simple enough that it can be given to a 2nd semester computer science student as an exercise.