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300.c
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300.c
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#include <stdio.h>
#include <stdlib.h>
#include <assert.h>
/* Dynamic Programming, O(n*n) */
int lengthOfLIS0(int* nums, int numsSize) {
if (nums == NULL || numsSize == 0) return 0;
int *dp = (int *)malloc(numsSize * sizeof(int));
int i, j;
int max = 1;
for (i = 0; i < numsSize; i++) {
int v = 1; /* default value for dp[i] */
for (j = 0; j < i; j++) {
if (nums[i] > nums[j] && dp[j] + 1 > v)
v = dp[j] + 1;
}
dp[i] = v;
if (v > max)
max = v;
}
free(dp);
return max;
}
/* Trace the LIS using an array and use binary search, O(nlogn) */
int lengthOfLIS(int* nums, int numsSize) {
if (nums == NULL || numsSize == 0) return 0;
int *lis = (int *)malloc(numsSize * sizeof(int));
lis[0] = nums[0];
int len = 1;
int i;
for (i = 1; i < numsSize; i++) {
if (nums[i] > lis[len - 1]) {
lis[len++] = nums[i];
}
else {
int l = 0, r = len - 1;
while (l < r) {
int m = l + (r - l) / 2;
if (lis[m] >= nums[i]) {
r = m;
}
else {
l = m + 1;
}
}
lis[l] = nums[i];
}
}
free(lis);
return len;
}
int main() {
int nums0[] = { 10, 9, 2, 5, 3, 7, 101, 18 };
int nums1[] = { 1, 0, 1, 1 };
assert(lengthOfLIS(nums0, sizeof(nums0) / sizeof(nums0[0])) == 4);
assert(lengthOfLIS(nums1, sizeof(nums1) / sizeof(nums1[0])) == 2);
printf("all tests passed!\n");
return 0;
}