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75 lines
2.2 KiB
Plaintext
75 lines
2.2 KiB
Plaintext
---
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title: '322. Coin Change'
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description: You are given an integer array coins representing coins of different denominations and an integer amount representing a total amount of money
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icon: dot
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topics:
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- { name: "Array", slug: "array" }
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- { name: "Dynamic Programming", slug: "dynamic-programming" }
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- { name: "Breadth-First Search", slug: "breadth-first-search" }
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- { name: "Knapsack Problem", slug: "knapsack-problem" }
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- { name: "Complete Knapsack", slug: "complete-knapsack" }
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issue: "https://github.com/prdlk/leetcode/issues/159"
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companies:
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- { name: "Microsoft", period: "Thirty Days", frequency: 67.9 }
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- { name: "Meta", period: "Thirty Days", frequency: 53.8 }
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- { name: "Google", period: "Thirty Days", frequency: 29 }
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- { name: "Bloomberg", period: "Three Months", frequency: 59.7 }
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- { name: "Amazon", period: "Three Months", frequency: 48.7 }
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- { name: "Intuit", period: "Six Months", frequency: 71.5 }
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- { name: "Infosys", period: "Six Months", frequency: 67.9 }
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- { name: "Pinterest", period: "Six Months", frequency: 64.4 }
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sidebar:
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label: 'Coin Change'
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badge: 'Medium'
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---
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### Example 1:
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- Input: `coins = [1,2,5], amount = 11`
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- Output: `3`
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- Explanation: `11 = 5 + 5 + 1`
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### Example 2:
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- Input: `coins = [2], amount = 3`
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- Output: `-1`
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### Example 3:
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- Input: `coins = [1], amount = 0`
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- Output: `0`
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### Constraints:
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- `1 <= coins.length <= 12`
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- `1 <= coins[i] <= 2^31 - 1`
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- `0 <= amount <= 10^4`
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## Solution
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```py
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from math import inf
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class Solution:
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def coinChange(self, coins: list[int], amount: int) -> int:
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n = len(coins)
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memo = [[-1] * (amount + 1) for _ in range(n + 1)]
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def min_coins(coins, i, amount, memo):
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if amount == 0:
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return 0
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if i == 0 or amount < 0:
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return inf
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if memo[i][amount] != -1:
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return memo[i][amount]
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skip = min_coins(coins, i - 1, amount, memo)
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use = min_coins(coins, i, amount - coins[i - 1], memo)
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if use != inf:
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use += 1
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memo[i][amount] = min(skip, use)
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return memo[i][amount]
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result = min_coins(coins, n, amount, memo)
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return result if result != inf else -1 # pyright: ignore[reportReturnType]
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```
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