P4725 【模板】多项式对数函数（多项式 ln）

https://www.luogu.com.cn/record/96649837

Luogu/P4725/P4725.cpp

@@ -0,0 +1,200 @@
+#include <iostream>
+#include <algorithm>
+#include <vector>
+
+using std::cin;
+using std::cout;
+const char endl = '\n';
+
+const int mod = 998244353;
+
+constexpr long long binpow(long long a, long long b) {
+    a %= mod;
+
+    long long res = 1;
+
+    while (b) {
+        if (b & 1) res = res * a % mod;
+        a = a * a % mod;
+        b >>= 1;
+    }
+
+    return res;
+}
+
+class Poly : public std::vector<long long> {
+  private:
+    static void number_theoretic_transform(std::vector<long long> &a) {
+        if (a.size() == 1) return;
+
+        // assert(a.size() == (1 << std::__lg(a.size())));
+        int k = std::__lg(a.size());
+
+        for (int i = 0; i < a.size(); i++) {
+            int t = 0;
+
+            for (int j = 0; j < k; j++) {
+                if (i & (1 << j)) {
+                    t |= 1 << (k - j - 1);
+                }
+            }
+
+            if (i < t) std::swap(a[i], a[t]);
+        }
+
+        for (int len = 2; len <= a.size(); len <<= 1) {
+            int m = len >> 1;
+            long long wn = binpow(3, (mod - 1) / len);
+
+            for (int i = 0; i < a.size(); i += len) {
+                long long w = 1;
+
+                for (int j = 0; j < m; j++) {
+                    long long u = a[i + j],
+                              v = a[i + j + m] * w % mod;
+
+                    a[i + j] = ((u + v) % mod + mod) % mod;
+                    a[i + j + m] = ((u - v) % mod + mod) % mod;
+                    w = w * wn % mod;
+                }
+            }
+        }
+    }
+
+    static void dft(std::vector<long long> &a) {
+        number_theoretic_transform(a);
+    }
+
+    static void idft(std::vector<long long> &a) {
+        number_theoretic_transform(a);
+        std::reverse(a.begin() + 1, a.end());
+        long long inv = binpow(a.size(), mod - 2);
+        std::transform(a.begin(), a.end(), a.begin(), [&](long long x) {
+            return x * inv % mod;
+        });
+    }
+
+    static Poly derivative(const Poly &a) {
+        Poly b{a};
+
+        for (int i = 1; i < a.size(); i++) {
+            b[i - 1] = b[i] * i % mod;
+        }
+
+        b[a.size() - 1] = 0;
+
+        return b;
+    }
+
+    static Poly integrate(const Poly &a) {
+        Poly b{a};
+
+        for (int i = a.size() - 1; i >= 1; i--) {
+            b[i] = b[i - 1] * binpow(i, mod - 2) % mod;
+        }
+
+        b[0] = 0;
+
+        return b;
+    }
+
+  public:
+    using std::vector<long long>::vector;
+
+    Poly() = default;
+
+    Poly(const std::vector<long long> &__v)
+        : std::vector<long long>(__v) {}
+
+    Poly(std::vector<long long> &&__v)
+        : std::vector<long long>(std::move(__v)) {}
+
+    Poly operator*(const Poly &b) {
+        int n = size() - 1,
+            m = b.size() - 1,
+            k = 1 << (std::__lg(n + m) + 1);
+        long long inv = binpow(k, mod - 2);
+
+        std::vector<long long> f(*this), g(b);
+
+        f.resize(k);
+        dft(f);
+        g.resize(k);
+        dft(g);
+
+        for (int i = 0; i < k; i++) {
+            f[i] = f[i] * g[i] % mod;
+        }
+
+        idft(f);
+        f.resize(n + m + 1);
+
+        return Poly(f);
+    }
+
+    Poly operator/(const Poly &b) {
+        Poly c{inv(b)};
+
+        return *this * c;
+    }
+
+    static Poly inv(Poly a) {
+        if (a.size() == 1) return Poly{binpow(a[0], mod - 2)};
+
+        int n = a.size(),
+            k = 1 << (std::__lg(n << 1) + 1);
+        Poly b{a};
+
+        a.resize(k);
+        dft(a);
+
+        b.resize(n + 1 >> 1);
+        b = inv(b);
+        b.resize(k);
+        dft(b);
+
+        for (int i = 0; i < k; i++) {
+            b[i] = (2 - a[i] * b[i] % mod + mod) % mod * b[i] % mod;
+        }
+
+        idft(b);
+        b.resize(n);
+
+        return b;
+    }
+
+    static Poly ln(Poly f) {
+        Poly a{derivative(f)},
+            b{inv(f)},
+            res{integrate(a * b)};
+
+        res.resize(f.size());
+
+        return res;
+    }
+} poly;
+
+int main() {
+    std::ios::sync_with_stdio(false);
+    cin.tie(nullptr);
+
+    int n;
+
+    cin >> n;
+
+    Poly a(n);
+
+    for (int i = 0; i < n; i++) {
+        cin >> a[i];
+    }
+
+    Poly b = Poly::ln(a);
+
+    for (int i = 0; i < n; i++) {
+        cout << b[i] << ' ';
+    }
+
+    cout << endl;
+
+    return 0;
+}