从左到右连续N个石头。从每块石头中,您最多可以跳到K块石头。任务是找到从sth石头到Nth石头的总路数。
例子:
Input: N = 5, s = 2, K = 2
Output: Total Ways = 3
Explanation:
Assume s1, s2, s3, s4, s5 be the stones. The possible paths from 2nd stone to 5th stone:
s2 -> s3 -> s4 -> s5
s2 -> s4 -> s5
s2 -> s3 -> s5
Hence total number of ways = 3
Input: N = 8, s = 1, K = 3
Output: Total Ways = 44
方法:
- 假设dp [i]是到达第i个石头的方式的数量。
- 由于最多有K个跳跃,因此第i个石头可以被以前的所有K个石头所到达。
- 迭代所有可能的K跳转,并继续将此可能的组合添加到数组dp []中。
- 那么从sth石头到达第N个节点的可能方式的总数将是dp [N-1] 。
- 例如:
Let N = 5, s = 2, K = 2, then we have to reach Nth stone from sth stone.
Let dp[N+1] is the array that stores the number of paths to reach the Nth Node from sth stone.
Initially, dp[] = { 0, 0, 0, 0, 0, 0 } and dp[s] = 1, then
dp[] = { 0, 0, 1, 0, 0, 0 }
To reach the 3rd,
There is only 1 way with at most 2 jumps i.e., from stone 2(with jump = 1). Update dp[3] = dp[2]
dp[] = { 0, 0, 1, 1, 0, 0 }To reach the 4th stone,
The two ways with at most 2 jumps i.e., from stone 2(with jump = 2) and stone 3(jump = 1). Update dp[4] = dp[3] + dp[2]
dp[] = { 0, 0, 1, 1, 2, 0 }To reach the 5th stone,
The two ways with at most 2 jumps i.e., from stone 3(with jump = 2) and stone 4(with jump = 1). Update dp[5] = dp[4] + dp[3]
dp[] = { 0, 0, 1, 1, 2, 3 }Now dp[N] = 3 is the number of ways to reach Nth stone from sth stone.
下面是上述方法的实现:
C++
// C++ program to find total no.of ways
// to reach nth step
#include "bits/stdc++.h"
using namespace std;
// Function which returns total no.of ways
// to reach nth step from sth steps
int TotalWays(int n, int s, int k)
{
// Initialize dp array
int dp[n];
// filling all the elements with 0
memset(dp, 0, sizeof(dp));
// Initialize (s-1)th index to 1
dp[s - 1] = 1;
// Iterate a loop from s to n
for (int i = s; i < n; i++) {
// starting range for counting ranges
int idx = max(s - 1, i - k);
// Calculate Maximum moves to
// Reach ith step
for (int j = idx; j < i; j++) {
dp[i] += dp[j];
}
}
// For nth step return dp[n-1]
return dp[n - 1];
}
// Driver Code
int main()
{
// no of steps
int n = 5;
// Atmost steps allowed
int k = 2;
// starting range
int s = 2;
cout << "Total Ways = "
<< TotalWays(n, s, k);
}
Java
// Java program to find total no.of ways
// to reach nth step
class GFG{
// Function which returns total no.of ways
// to reach nth step from sth steps
static int TotalWays(int n, int s, int k)
{
// Initialize dp array
int []dp = new int[n];
// Initialize (s-1)th index to 1
dp[s - 1] = 1;
// Iterate a loop from s to n
for (int i = s; i < n; i++) {
// starting range for counting ranges
int idx = Math.max(s - 1, i - k);
// Calculate Maximum moves to
// Reach ith step
for (int j = idx; j < i; j++) {
dp[i] += dp[j];
}
}
// For nth step return dp[n-1]
return dp[n - 1];
}
// Driver Code
public static void main(String[] args)
{
// no of steps
int n = 5;
// Atmost steps allowed
int k = 2;
// starting range
int s = 2;
System.out.print("Total Ways = "
+ TotalWays(n, s, k));
}
}
// This code is contributed by sapnasingh4991
Python3
# Python 3 program to find total no.of ways
# to reach nth step
# Function which returns total no.of ways
# to reach nth step from sth steps
def TotalWays(n, s, k):
# Initialize dp array
dp = [0]*n
# Initialize (s-1)th index to 1
dp[s - 1] = 1
# Iterate a loop from s to n
for i in range(s, n):
# starting range for counting ranges
idx = max(s - 1, i - k)
# Calculate Maximum moves to
# Reach ith step
for j in range( idx, i) :
dp[i] += dp[j]
# For nth step return dp[n-1]
return dp[n - 1]
# Driver Code
if __name__ == "__main__":
# no of steps
n = 5
# Atmost steps allowed
k = 2
# starting range
s = 2
print("Total Ways = ", TotalWays(n, s, k))
# This code is contributed by chitranayal
C#
// C# program to find total no.of ways
// to reach nth step
using System;
class GFG{
// Function which returns total no.of ways
// to reach nth step from sth steps
static int TotalWays(int n, int s, int k)
{
// Initialize dp array
int []dp = new int[n];
// Initialize (s-1)th index to 1
dp[s - 1] = 1;
// Iterate a loop from s to n
for (int i = s; i < n; i++) {
// starting range for counting ranges
int idx = Math.Max(s - 1, i - k);
// Calculate Maximum moves to
// Reach ith step
for (int j = idx; j < i; j++) {
dp[i] += dp[j];
}
}
// For nth step return dp[n-1]
return dp[n - 1];
}
// Driver Code
public static void Main(string[] args)
{
// no of steps
int n = 5;
// Atmost steps allowed
int k = 2;
// starting range
int s = 2;
Console.Write("Total Ways = "+ TotalWays(n, s, k));
}
}
// This code is contributed by Yash_R
Total Ways = 3
时间复杂度: O(N 2 ),其中N是结石数。