POJ - 3150 :Cellular Automaton(特殊的矩陣,降維優化)
A cellular automaton is a collection of cells on a grid of specified shape that evolves through a number of discrete time steps according to a set of rules that describe the new state of a cell based on the states of neighboring cells. The order of the cellular automaton is the number of cells it contains. Cells of the automaton of order n
The order of the cell is the number of different values it may contain. Usually, values of a cell of order m are considered to be integer numbers from 0 to m − 1.
One of the most fundamental properties of a cellular automaton is the type of grid on which it is computed. In this problem we examine the special kind of cellular automaton — circular cellular automaton of order n
A distance between cells i and j in n,m-automaton is defined as min(|i − j|, n − |i − j|). A d-environment of a cell is the set of cells at a distance not greater than d.
On each d-step values of all cells are simultaneously replaced by new values. The new value of cell i
The following picture shows 1-step of the 5,3-automaton.
The problem is to calculate the state of the n,m-automaton after k d-steps.
Input
The first line of the input file contains four integer numbers n, m, d, and k (1 ≤ n ≤ 500, 1 ≤ m ≤ 1 000 000, 0 ≤ d < n⁄2 , 1 ≤ k ≤ 10 000 000). The second line contains n integer numbers from 0 to m − 1 — initial values of the automaton’s cells.
Output
Output the values of the n,m-automaton’s cells after k d-steps.
Sample Input
sample input #1 5 3 1 1 1 2 2 1 2 sample input #2 5 3 1 10 1 2 2 1 2
Sample Output
sample output #1 2 2 2 2 1 sample output #2 2 0 0 2 2
題意:題面很臭很長。大意是,有一個大小為N的環,給出M,K,D,以及N個數。我們進行K次操作,每次操作把距離當前點不超過D的累加到當前點,結果模M。
思路:因為要進行K次,每次的原則是一樣的,我們可以想到用矩陣來優化,如果i能到達j,把麽base[i][j]=1;則結果ans=A*(base^K)。
但是需要優化,時間復雜度為O(N^3*lgK)。我們發現矩陣是下一行由上一行右移一位而來,那麽我們保存一維即可代表這個矩陣。同樣的,我們只需要得到第一行的矩陣結果,就能得到整個矩陣的結果。
#include<bits/stdc++.h> #define ll long long #define rep(i,a,b) for(int i=a;i<=b;i++) using namespace std; const int maxn=510; int N,Mod,D,K; struct mat { int M[maxn]; mat(){ rep(i,1,N) M[i]=0; } mat friend operator*(mat a,mat b){ mat res; rep(k,1,N) rep(j,1,N){ res.M[j]=(res.M[j]+(ll)a.M[k]*b.M[j-k+1>0?j-k+1:j-k+1+N]%Mod)%Mod; } return res; } mat friend operator ^(mat a,int x) { mat res;rep(i,1,N) res.M[1]=1; while(x){ if(x&1) res=res*a; a=a*a; x/=2; } return res; } }; int main() { scanf("%d%d%d%d",&N,&Mod,&D,&K); mat a,base; rep(i,1,N) scanf("%d",&a.M[i]); rep(i,1,N) if(i-1<=D||N-i+1<=D||N-1+i<=D) base.M[i]=1; a=a*(base^K); rep(i,1,N-1) printf("%d ",a.M[i]); printf("%d\n",a.M[N]); return 0; }
POJ - 3150 :Cellular Automaton(特殊的矩陣,降維優化)