forked from ShahjalalShohag/code-library
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathMatrix Exponentiation.cpp
128 lines (125 loc) · 2.33 KB
/
Matrix Exponentiation.cpp
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
#include <bits/stdc++.h>
using namespace std;
const int mod = 998244353;
struct Mat
{
int n, m;
vector<vector<int>> a;
Mat() {}
Mat(int _n, int _m)
{
n = _n;
m = _m;
a.assign(n, vector<int>(m, 0));
}
Mat(vector<vector<int>> v)
{
n = v.size();
m = n ? v[0].size() : 0;
a = v;
}
inline void make_unit()
{
assert(n == m);
for (int i = 0; i < n; i++)
{
for (int j = 0; j < n; j++)
a[i][j] = i == j;
}
}
inline Mat operator+(const Mat &b)
{
assert(n == b.n && m == b.m);
Mat ans = Mat(n, m);
for (int i = 0; i < n; i++)
{
for (int j = 0; j < m; j++)
{
ans.a[i][j] = (a[i][j] + b.a[i][j]) % mod;
}
}
return ans;
}
inline Mat operator-(const Mat &b)
{
assert(n == b.n && m == b.m);
Mat ans = Mat(n, m);
for (int i = 0; i < n; i++)
{
for (int j = 0; j < m; j++)
{
ans.a[i][j] = (a[i][j] - b.a[i][j] + mod) % mod;
}
}
return ans;
}
inline Mat operator*(const Mat &b)
{
assert(m == b.n);
Mat ans = Mat(n, b.m);
for (int i = 0; i < n; i++)
{
for (int j = 0; j < b.m; j++)
{
for (int k = 0; k < m; k++)
{
ans.a[i][j] = (ans.a[i][j] + 1LL * a[i][k] * b.a[k][j] % mod) % mod;
}
}
}
return ans;
}
inline Mat pow(long long k)
{
assert(n == m);
Mat ans(n, n), t = a;
ans.make_unit();
while (k)
{
if (k & 1)
ans = ans * t;
t = t * t;
k >>= 1;
}
return ans;
}
inline Mat &operator+=(const Mat &b) { return *this = (*this) + b; }
inline Mat &operator-=(const Mat &b) { return *this = (*this) - b; }
inline Mat &operator*=(const Mat &b) { return *this = (*this) * b; }
inline bool operator==(const Mat &b) { return a == b.a; }
inline bool operator!=(const Mat &b) { return a != b.a; }
};
int32_t main()
{
ios_base::sync_with_stdio(0);
cin.tie(0);
int n, m, k;
cin >> n >> m >> k;
Mat a(n, m);
for (int i = 0; i < n; i++)
{
for (int j = 0; j < m; j++)
{
cin >> a.a[i][j];
}
}
Mat b(m, k);
for (int i = 0; i < m; i++)
{
for (int j = 0; j < k; j++)
{
cin >> b.a[i][j];
}
}
Mat ans = a * b;
for (int i = 0; i < n; i++)
{
for (int j = 0; j < k; j++)
{
cout << ans.a[i][j] << ' ';
}
cout << '\n';
}
return 0;
}
// https://judge.yosupo.jp/problem/matrix_product