https://leetcode.com/problems/fibonacci-number/
The Fibonacci numbers, commonly denoted F(n) form a sequence, called the Fibonacci sequence, such that each number is the sum of the two preceding ones, starting from 0 and 1. That is,
F(0) = 0, F(1) = 1 F(n) = F(n - 1) + F(n - 2), for n > 1. Given n, calculate F(n).
Example 1:
Input: n = 2 Output: 1 Explanation: F(2) = F(1) + F(0) = 1 + 0 = 1. Example 2:
Input: n = 3 Output: 2 Explanation: F(3) = F(2) + F(1) = 1 + 1 = 2. Example 3:
Input: n = 4 Output: 3 Explanation: F(4) = F(3) + F(2) = 2 + 1 = 3.
Constraints:
0 <= n <= 30
here is my solution is there a way to reduce memory foot print?
public class Solution {
public int Fib(int n) {
if (n == 0)
{
return 0;
}
if (n == 1)
{
return 1;
}
int a = 0;
int b = 1;
int c = 0;
for(int i = 2; i <= n; i++) /
{
c = a+b;
a = b;
b = c;
}
return c;
}
}
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\$\begingroup\$ I know it is coding challenge so naming does not matter, but I think it is a good practice if you try to force yourself to come up with meaningful names even in such program like this. \$\endgroup\$Peter Csala– Peter Csala2022年04月22日 10:26:44 +00:00Commented Apr 22, 2022 at 10:26
2 Answers 2
Yes you can save some memory by getting rid of i in for loop and working with input n. Although it's not good practice to change input parameters.
int a = 1;
int b = 1;
int c = 1;
for(; n > 2; n--)
{
c += a;
a = b;
b = c;
}
I got insteresting results by using .NET 6 and BenchmarkDotNet (I'm not benchmarking/memory expert so take it with a pinch of salt) - for Fib(30):
Method | Mean | Error | StdDev | Gen 0 | Allocated |
---|---|---|---|---|---|
Optimized | 14.79 ns | 0.319 ns | 0.283 ns | - | - |
Original | 25.29 ns | 0.544 ns | 0.994 ns | 0.0153 | 24 B |
The Fibonacci sequence can be written in the form $$\displaystyle \frac{\varphi^n-\psi^n}{\sqrt{5}}\text{, where}$$ $$\varphi = \frac{1+\sqrt{5}}{2} \approx 1.61803 39887 \cdots$$ $$\text{Is the golden ratio, and}$$ $$\psi = \frac{1 - \sqrt{5}}{2} \approx -0.61803 39887 \cdots$$ $$\text{and since}$$ $$\psi = -\varphi^{-1}$$ $$\text{this formula can be written as}$$ $$\displaystyle F_n = \frac{\varphi^n- \left(-\varphi\right)^{-n}}{2\varphi-1}$$ For example, let n = 15, we would then have $$\displaystyle \frac{\varphi^{15} - (-\varphi)^{-15}}{2\varphi-1} = 610$$
We can implement this in C# as
private static readonly double phi = (1 + Math.Sqrt(5)) / 2;
private static readonly double twoPhiMinusOne = 2 * phi - 1;
private static int Fib(int n) => Convert.ToInt32((Math.Pow(phi, n) - Math.Pow(-phi, -n)) / twoPhiMinusOne);
Which will completely remove the need for a loop.
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2\$\begingroup\$ This is a nice answer but you should put guard clauses to make sure than
n
is >= 0. Also, you do not do anything with variablepsi
as it is not referenced in your return expression. \$\endgroup\$Rick Davin– Rick Davin2022年04月21日 22:10:37 +00:00Commented Apr 21, 2022 at 22:10 -
1\$\begingroup\$ Pull out some constants so they're not re-calculated every time:
private static readonly double phi = (1 + Math.Sqrt(5)) / 2; private static readonly double twoPhiMinusOne = 2 * phi - 1; private static int Fib(int n) => Convert.ToInt32((Math.Pow(phi, n) - Math.Pow(-phi, -n)) / twoPhiMinusOne);
\$\endgroup\$Jesse C. Slicer– Jesse C. Slicer2022年04月21日 22:32:36 +00:00Commented Apr 21, 2022 at 22:32