Given a rope with positive integer-length n, how to cut the rope into m integer-length parts with length p[0], p[1], ...,p[m-1], in order to get the maximal product of p[0]*p[1]* ... *p[m-1]? m is determined by you and must be greater than 0(at least one cut must be made). Return the max product you can have.
Assumptions
- n >= 2
Examples
- n = 12, the max product is 3 * 3 * 3 * 3 = 81(cut the rope into 4 pieces with length of each is 3).
Assumption: n >= 2
Approach: Dynamic Programming
Base Case: m[1] = 0, m[2] = 1;
Induction rule: m[i] represents the max product of cutting i meters rope. results = m[n];
public class Solution {
public int maxProduct(int length) {
// Write your solution here.
if (length == 0 || length == 1) {
return 0;
}
int[] m = new int[length + 1];
m[1] = 0;
m[2] = 1;
for (int i = 3; i <= length; i++) {
for (int j = 1; j < i; j++) {
m[i] = Math.max(m[i], Math.max(j, m[j]) * (i - j));
} //左大段 右小段
}
return m[length];
}
}
time: n^2
space: O(n)