Range DP

Jimmy (xiaoke) Shen
2 min readJul 31, 2021

Range DP usually traverse all possible ranges. If we have an array of length n, then traversing all ranges will have the complexity of O(n²)

Maximal Expression

const int N = 210;
int maxf[N][N];
int minf[N][N];
const int INF = 0x3f3f3f3f;
const int NEGINF = 0xcfcfcfcf;
int maxdp(vector<int>& nums, int i, int j);
int mindp(vector<int>& nums, int i, int j);
int mindp(vector<int>& nums, int i, int j) {
if (i == j) {
return minf[i][i] = nums[i];
}
if (minf[i][j] != INF) return minf[i][j];
int thismin = INF;
for (int k = i; k < j; ++k) {
auto maxleft = maxdp(nums, i, k);
auto maxright = maxdp(nums, k + 1, j);
auto minleft = mindp(nums, i, k);
auto minright = mindp(nums, k + 1, j);
thismin = min(thismin, maxleft + maxright);
thismin = min(thismin, maxleft - maxright);
thismin = min(thismin, maxleft * maxright);
thismin = min(thismin, minleft + maxright);
thismin = min(thismin, minleft - maxright);
thismin = min(thismin, minleft * maxright);
thismin = min(thismin, minleft + minright);
thismin = min(thismin, minleft - minright);
thismin = min(thismin, minleft * minright);
thismin = min(thismin, maxleft + minright);
thismin = min(thismin, maxleft - minright);
thismin = min(thismin, maxleft * minright);
}
return minf[i][j] = thismin;
}
int maxdp(vector<int>& nums, int i, int j) {
if (i == j) {
return maxf[i][i] = nums[i];
}
if (maxf[i][j] != NEGINF) return maxf[i][j];
int thismax = NEGINF;
for (int k = i; k < j; ++k) {
auto maxleft = maxdp(nums, i, k);
auto maxright = maxdp(nums, k + 1, j);
auto minleft = mindp(nums, i, k);
auto minright = mindp(nums, k + 1, j);
thismax = max(thismax, maxleft + maxright);
thismax = max(thismax, maxleft - maxright);
thismax = max(thismax, maxleft * maxright);
thismax = max(thismax, minleft + maxright);
thismax = max(thismax, minleft - maxright);
thismax = max(thismax, minleft * maxright);
thismax = max(thismax, minleft + minright);
thismax = max(thismax, minleft - minright);
thismax = max(thismax, minleft * minright);
thismax = max(thismax, maxleft + minright);
thismax = max(thismax, maxleft - minright);
thismax = max(thismax, maxleft * minright);
}
return maxf[i][j] = thismax;
}
int solve(vector<int>& nums) {
memset(maxf, 0xcf, sizeof maxf);
memset(minf, 0x3f, sizeof minf);
if (nums.empty()) return 0;
const int n = nums.size();
return maxdp(nums, 0, n - 1);
}

Thanks for reading.

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