1. Topics
Find the contiguous subarray within an array (containing at least one number) which have the largest product.
For example, given the array [2,3,-2,4]
,
The contiguous Subarray has the [2,3]
largest product = 6
.
2. Topic analysis
This problem is similar to the largest sub-segment and question that has been done before, so think of the dynamic programming method to solve, not the same, here is the product, so consider negative numbers and 0 of the case.
3. Solution One
Dynamic programming method has been used not familiar, so in the process of checking the data found a relatively simple method, with two variables maxcurrent and mincurrent to represent the current period of the maximum number of continuous product and the minimum product, here all to save the least because if the next value is negative, At this point the smallest is obviously the biggest. Compare with Maxproduct and minproduct each time, and update them.
#include <iostream> #include <string> #include <vector> #include <utility> #include < Limits.h>using namespace Std;class solution{public:int maxproduct (int a[], int n) {int Maxcurren T, Mincurrent, maxproduct, minproduct, I; Maxcurrent a candidate sequence that stores the current maximum product//mincurrent a candidate sequence that stores the current minimum product maxcurrent = Mincurrent = 1; Maxproduct = a[0]; The array may be {0}; minproduct = a[0]; for (i = 0; i < n; i++) {maxcurrent *= a[i]; Mincurrent *= A[i]; if (Maxcurrent > maxproduct) maxproduct = maxcurrent; if (Mincurrent > Maxproduct)//Negative number * Negative case maxproduct = mincurrent; if (Maxcurrent < minproduct) minproduct = maxcurrent; if (Mincurrent < minproduct) minproduct = mincurrent; if (Maxcurrent < mincurrent) Swap (maxcurrent, mincurrent); if (maxcurrent <= 0) maxcurrent = 1; } return maxproduct; }};int Main (int argc, const char *argv[]) {int b[] = {0, 2, 3,-4,-2}; Solution so; cout << so.maxproduct (b, sizeof b/sizeof (int)) << Endl; return 0;}
4. Solution Two
Dynamic planning methods.
#include <iostream> #include <string> #include < Vector> #include <utility>using namespace Std;class solution{public:int maxproduct (int a[], int n) { int *maxcurrent, *mincurrent, I, maxproduct; Maxcurrent = new Int[n]; Maxcurrent[i] A[0]~a[i] The value of the largest subarray of mincurrent = new Int[n]; Maxcurrent[0] = mincurrent[0] = Maxproduct = A[0]; for (i = 1; i < n; i++) {Maxcurrent[i] = max (max (A[i], maxcurrent[i-1] * a[i]), Mincurrent[i-1] * a[i]); Mincurrent[i] = min (min (a[i], maxcurrent[i-1] * a[i]), Mincurrent[i-1] * a[i]); Maxproduct = Max (maxproduct, Maxcurrent[i]); } cout << maxproduct << Endl; }};int Main (int argc, const char *argv[]) {int a[] = {0}; Solution so; So.maxproduct (A, sizeof a/sizeof (int.)); return 0;}
5. References
https://oj.leetcode.com/problems/maximum-product-subarray/
http://blog.csdn.net/v_july_v/article/details/8701148
1014------Algorithm Note----------Maximum product Subarray Maximum product sub-array