第一道:给定四个点(1,6) (2,5) (3,7) (4,10),用一条直线y=ax+b去最好的拟合这些点,令均方误差最小。
感觉之前在腾讯实习笔试时遇到过,代码如下:
vector<int> x = { 1, 2, 3, 4 }; vector<int> y = { 6, 5, 7, 10 }; int n = x.size(); double a = 0, b = 0, lr = 0.001; while (true) { double g_a = 0, g_b = 0; for (int i = 0; i < n; i++) { g_a += 2 * x[i] * (a*x[i] + b - y[i]); g_b += 2 * (a*x[i] + b - y[i]); } g_a /= n; g_b /= n; a = a - lr * g_a; b = b - lr * g_b; double loss = 0; for (int i = 0; i < n; i++) { loss += pow((a * x[i] + b - y[i]), 2); } //loss卡在4.2就降不下去 if (loss < 4.2) break; } cout << a << endl; cout << b << endl;
笔试时候用的中心扩展,只A了64%,参考力扣516写的动态规划,把dp数组单字母的情况初始化为0,应该可以AC吧。
string s; cin >> s; int n = s.length(); vector<vector<int>> dp(n, vector<int>(n, 0)); for (int i = n - 1; i >= 0; i--) { for (int j = i + 1; j < n; j++) { if (s[i] == s[j]) { dp[i][j] = dp[i + 1][j - 1] + 2; } else { dp[i][j] = max(dp[i + 1][j], dp[i][j - 1]); } } } cout << dp[0][n-1] << endl;
没想明白,为了分数,手动写了个规律,只能过42%。
现在复盘来看,是把元素分成两部分,每部分交换n(n-1)/2次即可。
个人理解例如1-2-3-4-5-6-7 可以变成3-2-1-7-6-5-4,由于是个圆圈,所以就是逆序了。
int n; cin >> n; vector<int> res(n + 1, 0); res[1] = 0; res[2] = 1; res[3] = 1; if (n > 3) { int l = n / 2; int r = n / 2 + n % 2; res[n] = l*(l - 1) / 2 + r*(r - 1) / 2; } cout << res[n] << endl;
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