Sample Point Shift(標本点シフト)
(math/combinatorics/sample-point-shift.hpp)

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• Last update: 2022-09-11 00:53:50+09:00
• Include: #include "math/combinatorics/sample-point-shift.hpp"

Depends on

• Enumeration(組み合わせ) (math/combinatorics/enumeration.hpp)

Required by

• Factorial(階乗) (math/combinatorics/factorial.hpp)

Verified with

• test/verify/yukicoder-502.test.cpp

Code

#include "enumeration.hpp"

/**
 * @brief Sample Point Shift(標本点シフト)
 */
template< typename Mint, typename F >
vector< Mint > sample_point_shift(const vector< Mint > &ys, const Mint &m, const F &multiply) {
  Enumeration< Mint > comb;
  int d = (int) ys.size() - 1;
  vector< Mint > f(d + 1), g(d * 2 + 1);
  for(int i = 0; i <= d; i++) {
    f[i] = ys[i] * comb.finv(i) * comb.finv(d - i);
    if((d - i) & 1) f[i] = -f[i];
  }
  for(int i = 0; i <= 2 * d; i++) {
    g[i] = Mint(1) / (m - d + i);
  }
  auto h = multiply(f, g);
  Mint coef = 1;
  for(int i = 0; i <= d; i++) {
    coef *= (m - d + i);
  }
  for(int i = 0; i <= d; i++) {
    h[i + d] *= coef;
    coef *= (m + i + 1) * g[i];
  }
  return vector< Mint >{begin(h) + d, begin(h) + 2 * d + 1};
}

#line 1 "math/combinatorics/enumeration.hpp"
/**
 * @brief Enumeration(組み合わせ)
 */
template< typename T >
struct Enumeration {
private:
  static vector< T > _fact, _finv, _inv;

  inline static void expand(size_t sz) {
    if(_fact.size() < sz + 1) {
      int pre_sz = max(1, (int) _fact.size());
      _fact.resize(sz + 1, T(1));
      _finv.resize(sz + 1, T(1));
      _inv.resize(sz + 1, T(1));
      for(int i = pre_sz; i <= (int) sz; i++) {
        _fact[i] = _fact[i - 1] * T(i);
      }
      _finv[sz] = T(1) / _fact[sz];
      for(int i = (int) sz - 1; i >= pre_sz; i--) {
        _finv[i] = _finv[i + 1] * T(i + 1);
      }
      for(int i = pre_sz; i <= (int) sz; i++) {
        _inv[i] = _finv[i] * _fact[i - 1];
      }
    }
  }

public:
  explicit Enumeration(size_t sz = 0) { expand(sz); }

  static inline T fact(int k) {
    expand(k);
    return _fact[k];
  }

  static inline T finv(int k) {
    expand(k);
    return _finv[k];
  }

  static inline T inv(int k) {
    expand(k);
    return _inv[k];
  }

  static T P(int n, int r) {
    if(r < 0 || n < r) return 0;
    return fact(n) * finv(n - r);
  }

  static T C(int p, int q) {
    if(q < 0 || p < q) return 0;
    return fact(p) * finv(q) * finv(p - q);
  }

  static T H(int n, int r) {
    if(n < 0 || r < 0) return 0;
    return r == 0 ? 1 : C(n + r - 1, r);
  }
};

template< typename T >
vector< T > Enumeration< T >::_fact = vector< T >();
template< typename T >
vector< T > Enumeration< T >::_finv = vector< T >();
template< typename T >
vector< T > Enumeration< T >::_inv = vector< T >();
#line 2 "math/combinatorics/sample-point-shift.hpp"

/**
 * @brief Sample Point Shift(標本点シフト)
 */
template< typename Mint, typename F >
vector< Mint > sample_point_shift(const vector< Mint > &ys, const Mint &m, const F &multiply) {
  Enumeration< Mint > comb;
  int d = (int) ys.size() - 1;
  vector< Mint > f(d + 1), g(d * 2 + 1);
  for(int i = 0; i <= d; i++) {
    f[i] = ys[i] * comb.finv(i) * comb.finv(d - i);
    if((d - i) & 1) f[i] = -f[i];
  }
  for(int i = 0; i <= 2 * d; i++) {
    g[i] = Mint(1) / (m - d + i);
  }
  auto h = multiply(f, g);
  Mint coef = 1;
  for(int i = 0; i <= d; i++) {
    coef *= (m - d + i);
  }
  for(int i = 0; i <= d; i++) {
    h[i + d] *= coef;
    coef *= (m + i + 1) * g[i];
  }
  return vector< Mint >{begin(h) + d, begin(h) + 2 * d + 1};
}

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