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花花酱 LeetCode 1155. Number of Dice Rolls With Target Sum

You have d dice, and each die has f faces numbered 1, 2, ..., f.

Return the number of possible ways (out of fd total ways) modulo 10^9 + 7 to roll the dice so the sum of the face up numbers equals target.

Example 1:

Input: d = 1, f = 6, target = 3
Output: 1
Explanation: 
You throw one die with 6 faces.  There is only one way to get a sum of 3.

Example 2:

Input: d = 2, f = 6, target = 7
Output: 6
Explanation: 
You throw two dice, each with 6 faces.  There are 6 ways to get a sum of 7:
1+6, 2+5, 3+4, 4+3, 5+2, 6+1.

Example 3:

Input: d = 2, f = 5, target = 10
Output: 1
Explanation: 
You throw two dice, each with 5 faces.  There is only one way to get a sum of 10: 5+5.

Example 4:

Input: d = 1, f = 2, target = 3
Output: 0
Explanation: 
You throw one die with 2 faces.  There is no way to get a sum of 3.

Example 5:

Input: d = 30, f = 30, target = 500
Output: 222616187
Explanation: 
The answer must be returned modulo 10^9 + 7.

Constraints:

  • 1 <= d, f <= 30
  • 1 <= target <= 1000

Solution: DP

definition: dp[i][k] := ways to have sum of k using all first i dices.
Init: dp[0][0] = 1
transition: dp[i][k] = sum(dp[i – 1][k – j]), 1 <= j <= f
ans: dp[d][target]

Time complexity: O(|d|*|f|*target)
Space complexity: O(|d|*target) -> O(target)

C++

O(target)

Python

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