{ "data": { "question": { "questionId": "3235", "questionFrontendId": "2976", "categoryTitle": "Algorithms", "boundTopicId": 2575704, "title": "Minimum Cost to Convert String I", "titleSlug": "minimum-cost-to-convert-string-i", "content": "
You are given two 0-indexed strings source and target, both of length n and consisting of lowercase English letters. You are also given two 0-indexed character arrays original and changed, and an integer array cost, where cost[i] represents the cost of changing the character original[i] to the character changed[i].
You start with the string source. In one operation, you can pick a character x from the string and change it to the character y at a cost of z if there exists any index j such that cost[j] == z, original[j] == x, and changed[j] == y.
Return the minimum cost to convert the string source to the string target using any number of operations. If it is impossible to convert source to target, return -1.
Note that there may exist indices i, j such that original[j] == original[i] and changed[j] == changed[i].
\n
Example 1:
\n\n\nInput: source = "abcd", target = "acbe", original = ["a","b","c","c","e","d"], changed = ["b","c","b","e","b","e"], cost = [2,5,5,1,2,20]\nOutput: 28\nExplanation: To convert the string "abcd" to string "acbe":\n- Change value at index 1 from 'b' to 'c' at a cost of 5.\n- Change value at index 2 from 'c' to 'e' at a cost of 1.\n- Change value at index 2 from 'e' to 'b' at a cost of 2.\n- Change value at index 3 from 'd' to 'e' at a cost of 20.\nThe total cost incurred is 5 + 1 + 2 + 20 = 28.\nIt can be shown that this is the minimum possible cost.\n\n\n
Example 2:
\n\n\nInput: source = "aaaa", target = "bbbb", original = ["a","c"], changed = ["c","b"], cost = [1,2]\nOutput: 12\nExplanation: To change the character 'a' to 'b' change the character 'a' to 'c' at a cost of 1, followed by changing the character 'c' to 'b' at a cost of 2, for a total cost of 1 + 2 = 3. To change all occurrences of 'a' to 'b', a total cost of 3 * 4 = 12 is incurred.\n\n\n
Example 3:
\n\n\nInput: source = "abcd", target = "abce", original = ["a"], changed = ["e"], cost = [10000]\nOutput: -1\nExplanation: It is impossible to convert source to target because the value at index 3 cannot be changed from 'd' to 'e'.\n\n\n
\n
Constraints:
\n\n1 <= source.length == target.length <= 105source, target consist of lowercase English letters.1 <= cost.length == original.length == changed.length <= 2000original[i], changed[i] are lowercase English letters.1 <= cost[i] <= 106original[i] != changed[i]给你两个下标从 0 开始的字符串 source 和 target ,它们的长度均为 n 并且由 小写 英文字母组成。
另给你两个下标从 0 开始的字符数组 original 和 changed ,以及一个整数数组 cost ,其中 cost[i] 代表将字符 original[i] 更改为字符 changed[i] 的成本。
你从字符串 source 开始。在一次操作中,如果 存在 任意 下标 j 满足 cost[j] == z 、original[j] == x 以及 changed[j] == y 。你就可以选择字符串中的一个字符 x 并以 z 的成本将其更改为字符 y 。
返回将字符串 source 转换为字符串 target 所需的 最小 成本。如果不可能完成转换,则返回 -1 。
注意,可能存在下标 i 、j 使得 original[j] == original[i] 且 changed[j] == changed[i] 。
\n\n
示例 1:
\n\n\n输入:source = \"abcd\", target = \"acbe\", original = [\"a\",\"b\",\"c\",\"c\",\"e\",\"d\"], changed = [\"b\",\"c\",\"b\",\"e\",\"b\",\"e\"], cost = [2,5,5,1,2,20]\n输出:28\n解释:将字符串 \"abcd\" 转换为字符串 \"acbe\" :\n- 更改下标 1 处的值 'b' 为 'c' ,成本为 5 。\n- 更改下标 2 处的值 'c' 为 'e' ,成本为 1 。\n- 更改下标 2 处的值 'e' 为 'b' ,成本为 2 。\n- 更改下标 3 处的值 'd' 为 'e' ,成本为 20 。\n产生的总成本是 5 + 1 + 2 + 20 = 28 。\n可以证明这是可能的最小成本。\n\n\n
示例 2:
\n\n\n输入:source = \"aaaa\", target = \"bbbb\", original = [\"a\",\"c\"], changed = [\"c\",\"b\"], cost = [1,2]\n输出:12\n解释:要将字符 'a' 更改为 'b':\n- 将字符 'a' 更改为 'c',成本为 1 \n- 将字符 'c' 更改为 'b',成本为 2 \n产生的总成本是 1 + 2 = 3。\n将所有 'a' 更改为 'b',产生的总成本是 3 * 4 = 12 。\n\n\n
示例 3:
\n\n\n输入:source = \"abcd\", target = \"abce\", original = [\"a\"], changed = [\"e\"], cost = [10000]\n输出:-1\n解释:无法将 source 字符串转换为 target 字符串,因为下标 3 处的值无法从 'd' 更改为 'e' 。\n\n\n
\n\n
提示:
\n\n1 <= source.length == target.length <= 105source、target 均由小写英文字母组成1 <= cost.length== original.length == changed.length <= 2000original[i]、changed[i] 是小写英文字母1 <= cost[i] <= 106original[i] != changed[i](a, b) with weight c if we can change from character a to letter b with cost c. (Keep the one with the smallest cost in case there are multiple edges between a and b).",
"Calculate the shortest path for each pair of characters (source[i], target[i]). The sum of cost over all i in the range [0, source.length - 1]. If there is no path between source[i] and target[i], the answer is -1.",
"Any shortest path algorithms will work since we only have 26 nodes. Since we only have at most 26 * 26 pairs, we can save the result to avoid re-calculation.",
"We can also use Floyd Warshall's algorithm to precompute all the results."
],
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"status": null,
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