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📜  绘制3 x N网格中的K单元以使所有P连续列不被绘制的方式的数量

📅  最后修改于: 2021-06-25 10:39:10             🧑  作者: Mango

给定三个整数NPK ,任务是找到绘制3 x N网格的K个单元的方式,这样就不会绘制相邻的单元,也不会留下连续的P列。
注意:对角线单元格不视为相邻单元格。
例子:

方法:想法是使用动态编程来解决此问题。我们从问题中知道

i^{th}

只有在以下情况下才能绘制专栏

(i-1)^{th}

列未绘制。如果

(i-1)^{th}

列未绘制,那么我们有以下五种情况–

  • 绘制第一行。
  • 画第二行。
  • 画第三行。
  • 绘制第一和第三行。
  • 如果至少保留一列,请保留当前列

(P-1)^{th}

  • 列已绘制。

因此,利用这一事实,我们可以轻松地解决此问题。
下面是上述方法的实现:

C++
// C++ implementation to find the
// number of ways to paint K cells of
// 3 x N grid such that No two adjacent
// cells are painted
 
#include 
using namespace std;
 
int mod = 1e9 + 7;
#define MAX 301
#define MAXP 3
#define MAXK 600
#define MAXPREV 4
 
int dp[MAX][MAXP + 1][MAXK][MAXPREV + 1];
 
// Visited array to keep track
// of which columns were painted
bool vis[MAX];
 
// Recursive Function to compute the
// number of ways to paint the K cells
// of the 3 x N grid
int helper(int col, int prevCol,
           int painted, int prev,
           int N, int P, int K)
{
 
    // Condition to check if total
    // cells painted are K
    if (painted >= K) {
        int continuousCol = 0;
        int maxContinuousCol = 0;
 
        // Check if any P continuous
        // columns were left unpainted
        for (int i = 0; i < N; i++) {
 
            if (vis[i] == false)
                continuousCol++;
            else {
                maxContinuousCol
                    = max(maxContinuousCol,
                          continuousCol);
                continuousCol = 0;
            }
        }
 
        maxContinuousCol = max(
            maxContinuousCol,
            continuousCol);
 
        // Condition to check if no P
        // continuous columns were
        // left unpainted
        if (maxContinuousCol < P)
            return 1;
 
        // return 0 if there are P
        // continuous columns are
        // left unpainted
        return 0;
    }
 
    // Condition to check if No
    // further cells can be
    // painted, so return 0
    if (col >= N)
        return 0;
 
    // if already calculated the value
    // return the val instead
    // of calculating again
    if (dp[col][prevCol][painted][prev] != -1)
        return dp[col][prevCol][painted][prev];
 
    int res = 0;
 
    // Previous column was not painted
    if (prev == 0) {
 
        // Column is painted so,
        // make vis[col]=true
        vis[col] = true;
        res += (helper(
                   col + 1, 0, painted + 1,
                   1, N, P, K))
               % mod;
 
        res += (helper(
                   col + 1, 0, painted + 1,
                   2, N, P, K))
               % mod;
 
        res += (helper(
                   col + 1, 0, painted + 1,
                   3, N, P, K))
               % mod;
 
        // Condition to check if the number
        // of cells to be painted is equal
        // to or more than 2, then we can
        // paint first and third row
        if (painted + 2 <= K) {
            res
                += (helper(
                       col + 1, 0, painted + 2,
                       4, N, P, K))
                   % mod;
        }
        vis[col] = false;
 
        // Condition to check if number of
        // previous continuous columns left
        // unpainted is less than P
        if (prevCol + 1 < P) {
            res
                += (helper(
                       col + 1, prevCol + 1,
                       painted, 0, N, P, K))
                   % mod;
        }
    }
 
    // Condition to check if first row
    // was painted in previous column
    else if (prev == 1) {
        vis[col] = true;
        res += (helper(
                   col + 1, 0, painted + 1,
                   2, N, P, K))
               % mod;
        res += (helper(
                   col + 1, 0, painted + 1,
                   3, N, P, K))
               % mod;
        vis[col] = false;
        if (prevCol + 1 < P) {
            res += (helper(
                       col + 1, prevCol + 1,
                       painted, 0, N, P, K))
                   % mod;
        }
    }
 
    // Condition to check if second row
    // was painted in previous column
    else if (prev == 2) {
        vis[col] = true;
        res += (helper(
                   col + 1, 0, painted + 1,
                   1, N, P, K))
               % mod;
        res += (helper(
                   col + 1, 0, painted + 1,
                   3, N, P, K))
               % mod;
 
        // Condition to check if the number
        // of cells to be painted is equal to
        // or more than 2, then we can
        // paint first and third row
        if (painted + 2 <= K) {
            res
                += (helper(
                       col + 1, 0, painted + 2,
                       4, N, P, K))
                   % mod;
        }
        vis[col] = false;
        if (prevCol + 1 < P) {
            res
                += (helper(
                       col + 1, prevCol + 1,
                       painted, 0, N, P, K))
                   % mod;
        }
    }
 
    // Condition to check if third row
    // was painted in previous column
    else if (prev == 3) {
        vis[col] = true;
        res += (helper(
                   col + 1, 0, painted + 1,
                   1, N, P, K))
               % mod;
        res += (helper(
                   col + 1, 0, painted + 1,
                   2, N, P, K))
               % mod;
        vis[col] = false;
        if (prevCol + 1 < P) {
            res += (helper(
                       col + 1, prevCol + 1,
                       painted, 0, N, P, K))
                   % mod;
        }
    }
 
    // Condition to check if first and
    // third row were painted
    // in previous column
    else {
        vis[col] = true;
        res += (helper(
                   col + 1, 0, painted + 1,
                   2, N, P, K))
               % mod;
        vis[col] = false;
        if (prevCol + 1 < P) {
            res += (helper(
                       col + 1, prevCol + 1,
                       painted, 0, N, P, K))
                   % mod;
        }
    }
 
    // Memoize the data and return the
    // Computed value
    return dp[col][prevCol][painted][prev]
           = res % mod;
}
 
// Function to find the number of
// ways to paint 3 x N grid
int solve(int n, int p, int k)
{
    // Set all values
    // of dp to -1;
    memset(dp, -1, sizeof(dp));
 
    // Set all values of Visited
    // array to false
    memset(vis, false, sizeof(vis));
 
    return helper(0, 0, 0, 0, n, p, k);
}
 
// Driver Code
int main()
{
 
    int N = 2, K = 2, P = 2;
    cout << solve(N, P, K) << endl;
 
    return 0;
}


Java
// Java implementation to find the
// number of ways to paint K cells of
// 3 x N grid such that No two adjacent
// cells are painted
import java.util.*;
 
class GFG{
 
static int mod = (int)(1e9 + 7);
static final int MAX = 301;
static final int MAXP = 3;
static final int MAXK = 600;
static final int MAXPREV = 4;
 
static int [][][][]dp = new int[MAX][MAXP + 1][MAXK][MAXPREV + 1];
 
// Visited array to keep track
// of which columns were painted
static boolean []vis = new boolean[MAX];
 
// Recursive Function to compute the
// number of ways to paint the K cells
// of the 3 x N grid
static int helper(int col, int prevCol,
                  int painted, int prev,
                  int N, int P, int K)
{
     
    // Condition to check if total
    // cells painted are K
    if (painted >= K)
    {
        int continuousCol = 0;
        int maxContinuousCol = 0;
 
        // Check if any P continuous
        // columns were left unpainted
        for(int i = 0; i < N; i++)
        {
 
            if (vis[i] == false)
                continuousCol++;
            else
            {
                maxContinuousCol = Math.max(
                                   maxContinuousCol,
                                   continuousCol);
                continuousCol = 0;
            }
        }
 
        maxContinuousCol = Math.max(
                           maxContinuousCol,
                           continuousCol);
 
        // Condition to check if no P
        // continuous columns were
        // left unpainted
        if (maxContinuousCol < P)
            return 1;
 
        // return 0 if there are P
        // continuous columns are
        // left unpainted
        return 0;
    }
 
    // Condition to check if No
    // further cells can be
    // painted, so return 0
    if (col >= N)
        return 0;
 
    // If already calculated the value
    // return the val instead
    // of calculating again
    if (dp[col][prevCol][painted][prev] != -1)
        return dp[col][prevCol][painted][prev];
 
    int res = 0;
 
    // Previous column was not painted
    if (prev == 0)
    {
         
        // Column is painted so,
        // make vis[col]=true
        vis[col] = true;
        res += (helper(col + 1, 0,
                       painted + 1,
                       1, N, P, K)) % mod;
 
        res += (helper(col + 1, 0,
                       painted + 1,
                       2, N, P, K)) % mod;
 
        res += (helper(col + 1, 0,
                       painted + 1,
                       3, N, P, K)) % mod;
 
        // Condition to check if the number
        // of cells to be painted is equal
        // to or more than 2, then we can
        // paint first and third row
        if (painted + 2 <= K)
        {
            res += (helper(col + 1, 0,
                           painted + 2,
                           4, N, P, K)) % mod;
        }
        vis[col] = false;
 
        // Condition to check if number of
        // previous continuous columns left
        // unpainted is less than P
        if (prevCol + 1 < P)
        {
            res += (helper(col + 1,
                           prevCol + 1,
                           painted, 0,
                           N, P, K)) % mod;
        }
    }
 
    // Condition to check if first row
    // was painted in previous column
    else if (prev == 1)
    {
        vis[col] = true;
        res += (helper(col + 1, 0,
                       painted + 1,
                       2, N, P, K)) % mod;
        res += (helper(col + 1, 0,
                       painted + 1,
                       3, N, P, K)) % mod;
        vis[col] = false;
        if (prevCol + 1 < P)
        {
            res += (helper(col + 1,
                           prevCol + 1,
                           painted, 0,
                           N, P, K)) % mod;
        }
    }
 
    // Condition to check if second row
    // was painted in previous column
    else if (prev == 2)
    {
        vis[col] = true;
        res += (helper(col + 1, 0,
                       painted + 1,
                       1, N, P, K)) % mod;
        res += (helper(col + 1, 0,
                       painted + 1,
                       3, N, P, K)) % mod;
 
        // Condition to check if the number
        // of cells to be painted is equal to
        // or more than 2, then we can
        // paint first and third row
        if (painted + 2 <= K)
        {
            res += (helper(col + 1, 0,
                           painted + 2,
                           4, N, P, K)) % mod;
        }
        vis[col] = false;
        if (prevCol + 1 < P)
        {
            res += (helper(col + 1,
                           prevCol + 1,
                           painted, 0,
                           N, P, K)) % mod;
        }
    }
 
    // Condition to check if third row
    // was painted in previous column
    else if (prev == 3)
    {
        vis[col] = true;
        res += (helper(col + 1, 0,
                       painted + 1,
                       1, N, P, K)) % mod;
        res += (helper(col + 1, 0,
                       painted + 1,
                       2, N, P, K)) % mod;
        vis[col] = false;
        if (prevCol + 1 < P)
        {
            res += (helper(col + 1,
                           prevCol + 1,
                           painted, 0,
                           N, P, K)) % mod;
        }
    }
 
    // Condition to check if first and
    // third row were painted
    // in previous column
    else
    {
        vis[col] = true;
        res += (helper(col + 1, 0,
                       painted + 1,
                       2, N, P, K)) % mod;
        vis[col] = false;
        if (prevCol + 1 < P)
        {
            res += (helper(col + 1,
                           prevCol + 1,
                           painted, 0,
                           N, P, K)) % mod;
        }
    }
 
    // Memoize the data and return
    // the computed value
    return dp[col][prevCol][painted][prev] = res % mod;
}
 
// Function to find the number of
// ways to paint 3 x N grid
static int solve(int n, int p, int K)
{
     
    // Set all values
    // of dp to -1;
    for(int i = 0; i < MAX; i++)
        for(int j = 0; j < MAXP + 1; j++)
            for(int k = 0; k < MAXK; k++)
                for(int l = 0; l < MAXPREV + 1; l++)
                    dp[i][j][k][l] = -1;
 
    // Set all values of Visited
    // array to false
    Arrays.fill(vis, false);
 
    return helper(0, 0, 0, 0, n, p, K);
}
 
// Driver Code
public static void main(String[] args)
{
    int N = 2, K = 2, P = 2;
     
    System.out.print(solve(N, P, K) + "\n");
}
}
 
// This code is contributed by Amit Katiyar


Python3
# Python 3 implementation to find the
# number of ways to paint K cells of
# 3 x N grid such that No two adjacent
# cells are painted
 
mod = 1e9 + 7
MAX = 301
MAXP = 3
MAXK = 600
MAXPREV = 4
 
dp = [[[[-1 for x in range(MAXPREV + 1)]for y in range(MAXK)]
       for z in range(MAXP + 1)]for k in range(MAX)]
 
# Visited array to keep track
# of which columns were painted
vis = [False] * MAX
 
# Recursive Function to compute the
# number of ways to paint the K cells
# of the 3 x N grid
def helper(col, prevCol,
           painted, prev,
           N, P, K):
 
    # Condition to check if total
    # cells painted are K
    if (painted >= K):
        continuousCol = 0
        maxContinuousCol = 0
 
        # Check if any P continuous
        # columns were left unpainted
        for i in range(N):
            if (vis[i] == False):
                continuousCol += 1
            else:
                maxContinuousCol = max(maxContinuousCol,
                                       continuousCol)
                continuousCol = 0
 
        maxContinuousCol = max(
            maxContinuousCol,
            continuousCol)
 
        # Condition to check if no P
        # continuous columns were
        # left unpainted
        if (maxContinuousCol < P):
            return 1
 
        # return 0 if there are P
        # continuous columns are
        # left unpainted
        return 0
 
    # Condition to check if No
    # further cells can be
    # painted, so return 0
    if (col >= N):
        return 0
 
    # if already calculated the value
    # return the val instead
    # of calculating again
    if (dp[col][prevCol][painted][prev] != -1):
        return dp[col][prevCol][painted][prev]
 
    res = 0
 
    # Previous column was not painted
    if (prev == 0):
 
        # Column is painted so,
        # make vis[col]=true
        vis[col] = True
        res += ((helper(
            col + 1, 0, painted + 1,
            1, N, P, K))
            % mod)
 
        res += ((helper(
            col + 1, 0, painted + 1,
            2, N, P, K))
            % mod)
 
        res += ((helper(
            col + 1, 0, painted + 1,
            3, N, P, K))
            % mod)
 
        # Condition to check if the number
        # of cells to be painted is equal
        # to or more than 2, then we can
        # paint first and third row
        if (painted + 2 <= K):
            res += ((helper(
                col + 1, 0, painted + 2,
                4, N, P, K))
                % mod)
 
        vis[col] = False
 
        # Condition to check if number of
        # previous continuous columns left
        # unpainted is less than P
        if (prevCol + 1 < P):
            res += ((helper(
                col + 1, prevCol + 1,
                painted, 0, N, P, K))
                % mod)
 
    # Condition to check if first row
    # was painted in previous column
    elif (prev == 1):
        vis[col] = True
        res += ((helper(
            col + 1, 0, painted + 1,
            2, N, P, K))
            % mod)
        res += ((helper(
            col + 1, 0, painted + 1,
            3, N, P, K))
            % mod)
        vis[col] = False
        if (prevCol + 1 < P):
            res += ((helper(
                col + 1, prevCol + 1,
                painted, 0, N, P, K))
                % mod)
 
    # Condition to check if second row
    # was painted in previous column
    elif (prev == 2):
        vis[col] = True
        res += ((helper(
            col + 1, 0, painted + 1,
            1, N, P, K))
            % mod)
        res += ((helper(
            col + 1, 0, painted + 1,
            3, N, P, K))
            % mod)
 
        # Condition to check if the number
        # of cells to be painted is equal to
        # or more than 2, then we can
        # paint first and third row
        if (painted + 2 <= K):
            res += ((helper(
                col + 1, 0, painted + 2,
                4, N, P, K))
                % mod)
 
        vis[col] = False
        if (prevCol + 1 < P):
            res += ((helper(
                col + 1, prevCol + 1,
                painted, 0, N, P, K))
                % mod)
 
    # Condition to check if third row
    # was painted in previous column
    elif (prev == 3):
        vis[col] = True
        res += ((helper(
            col + 1, 0, painted + 1,
            1, N, P, K))
            % mod)
        res += ((helper(
            col + 1, 0, painted + 1,
            2, N, P, K))
            % mod)
        vis[col] = False
        if (prevCol + 1 < P):
            res += ((helper(
                col + 1, prevCol + 1,
                painted, 0, N, P, K))
                % mod)
 
    # Condition to check if first and
    # third row were painted
    # in previous column
    else:
        vis[col] = True
        res += ((helper(
            col + 1, 0, painted + 1,
            2, N, P, K))
            % mod)
        vis[col] = False
        if (prevCol + 1 < P):
            res += ((helper(
                col + 1, prevCol + 1,
                painted, 0, N, P, K))
                % mod)
 
    # Memoize the data and return the
    # Computed value
    dp[col][prevCol][painted][prev] = res % mod
    return dp[col][prevCol][painted][prev]
 
# Function to find the number of
# ways to paint 3 x N grid
 
 
def solve(n, p, k):
 
    # Set all values
    # of dp to -1;
    global dp
 
    # Set all values of Visited
    # array to false
    global vis
 
    return helper(0, 0, 0, 0, n, p, k)
 
# Driver Code
if __name__ == "__main__":
 
    N = 2
    K = 2
    P = 2
    print(int(solve(N, P, K)))
 
    # This code is contributed by ukasp.


C#
// C# implementation to find the
// number of ways to paint K cells of
// 3 x N grid such that No two adjacent
// cells are painted
using System;
class GFG{
  
static int mod = (int)(1e9 + 7);
static readonly int MAX = 301;
static readonly int MAXP = 3;
static readonly int MAXK = 600;
static readonly int MAXPREV = 4;
  
static int [,,,]dp = new int[MAX, MAXP + 1,
                             MAXK, MAXPREV + 1];
  
// Visited array to keep track
// of which columns were painted
static bool []vis = new bool[MAX];
  
// Recursive Function to compute the
// number of ways to paint the K cells
// of the 3 x N grid
static int helper(int col, int prevCol,
                int painted, int prev,
                int N, int P, int K)
{
      
    // Condition to check if total
    // cells painted are K
    if (painted >= K)
    {
        int continuousCol = 0;
        int maxContinuousCol = 0;
  
        // Check if any P continuous
        // columns were left unpainted
        for(int i = 0; i < N; i++)
        {
  
            if (vis[i] == false)
                continuousCol++;
            else
            {
                maxContinuousCol = Math.Max(
                                   maxContinuousCol,
                                   continuousCol);
                continuousCol = 0;
            }
        }
  
        maxContinuousCol = Math.Max(
                           maxContinuousCol,
                           continuousCol);
  
        // Condition to check if no P
        // continuous columns were
        // left unpainted
        if (maxContinuousCol < P)
            return 1;
  
        // return 0 if there are P
        // continuous columns are
        // left unpainted
        return 0;
    }
  
    // Condition to check if No
    // further cells can be
    // painted, so return 0
    if (col >= N)
        return 0;
  
    // If already calculated the value
    // return the val instead
    // of calculating again
    if (dp[col, prevCol, painted, prev] != -1)
        return dp[col, prevCol, painted, prev];
  
    int res = 0;
  
    // Previous column was not painted
    if (prev == 0)
    {
          
        // Column is painted so,
        // make vis[col]=true
        vis[col] = true;
        res += (helper(col + 1, 0,
                       painted + 1,
                       1, N, P, K)) % mod;
  
        res += (helper(col + 1, 0,
                       painted + 1,
                       2, N, P, K)) % mod;
  
        res += (helper(col + 1, 0,
                       painted + 1,
                       3, N, P, K)) % mod;
  
        // Condition to check if the number
        // of cells to be painted is equal
        // to or more than 2, then we can
        // paint first and third row
        if (painted + 2 <= K)
        {
            res += (helper(col + 1, 0,
                           painted + 2,
                           4, N, P, K)) % mod;
        }
        vis[col] = false;
  
        // Condition to check if number of
        // previous continuous columns left
        // unpainted is less than P
        if (prevCol + 1 < P)
        {
            res += (helper(col + 1,
                           prevCol + 1,
                           painted, 0,
                           N, P, K)) % mod;
        }
    }
  
    // Condition to check if first row
    // was painted in previous column
    else if (prev == 1)
    {
        vis[col] = true;
        res += (helper(col + 1, 0,
                       painted + 1,
                       2, N, P, K)) % mod;
        res += (helper(col + 1, 0,
                       painted + 1,
                       3, N, P, K)) % mod;
        vis[col] = false;
        if (prevCol + 1 < P)
        {
            res += (helper(col + 1,
                           prevCol + 1,
                           painted, 0,
                           N, P, K)) % mod;
        }
    }
  
    // Condition to check if second row
    // was painted in previous column
    else if (prev == 2)
    {
        vis[col] = true;
        res += (helper(col + 1, 0,
                       painted + 1,
                       1, N, P, K)) % mod;
        res += (helper(col + 1, 0,
                       painted + 1,
                       3, N, P, K)) % mod;
  
        // Condition to check if the number
        // of cells to be painted is equal to
        // or more than 2, then we can
        // paint first and third row
        if (painted + 2 <= K)
        {
            res += (helper(col + 1, 0,
                           painted + 2,
                           4, N, P, K)) % mod;
        }
        vis[col] = false;
        if (prevCol + 1 < P)
        {
            res += (helper(col + 1,
                           prevCol + 1,
                           painted, 0,
                           N, P, K)) % mod;
        }
    }
  
    // Condition to check if third row
    // was painted in previous column
    else if (prev == 3)
    {
        vis[col] = true;
        res += (helper(col + 1, 0,
                       painted + 1,
                       1, N, P, K)) % mod;
        res += (helper(col + 1, 0,
                       painted + 1,
                       2, N, P, K)) % mod;
        vis[col] = false;
        if (prevCol + 1 < P)
        {
            res += (helper(col + 1,
                           prevCol + 1,
                           painted, 0,
                           N, P, K)) % mod;
        }
    }
  
    // Condition to check if first and
    // third row were painted
    // in previous column
    else
    {
        vis[col] = true;
        res += (helper(col + 1, 0,
                       painted + 1,
                       2, N, P, K)) % mod;
        vis[col] = false;
        if (prevCol + 1 < P)
        {
            res += (helper(col + 1,
                           prevCol + 1,
                           painted, 0,
                           N, P, K)) % mod;
        }
    }
  
    // Memoize the data and return
    // the computed value
    return dp[col, prevCol, painted, prev] = res % mod;
}
  
// Function to find the number of
// ways to paint 3 x N grid
static int solve(int n, int p, int K)
{
      
    // Set all values
    // of dp to -1;
    for(int i = 0; i < MAX; i++)
        for(int j = 0; j < MAXP + 1; j++)
            for(int k = 0; k < MAXK; k++)
                for(int l = 0; l < MAXPREV + 1; l++)
                    dp[i, j, k, l] = -1;
  
    // Set all values of Visited
    // array to false
    for(int i = 0; i < vis.Length; i++)
        vis[i] = false;
  
    return helper(0, 0, 0, 0, n, p, K);
}
  
// Driver Code
public static void Main(String[] args)
{
    int N = 2, K = 2, P = 2;
      
    Console.Write(solve(N, P, K) + "\n");
}
}
  
// This code is contributed by Rohit_ranjan


输出:
8