Solution: Longest Path With Different Adjacent Characters
Let’s solve the Longest Path With Different Adjacent Characters problem using the Topological Sort pattern.
We'll cover the following
Statement
You are given a rooted tree with parent
of size parent[i]
is the parent of node parent[0]
Additionally, you are provided a string s
of length s[i]
represents the character assigned to node
Your task is to find the length of the longest path in the tree where no two consecutive nodes on the path share the same character. Return the length of this path.
Constraints:
parent.length
s.length
parent[i]
for all parent[0]
parent
represents a valid tree.s
consists of only lowercase English letters.
Solution
We start by calculating the number of children (or in-degrees) for each node, based on the parent array. Nodes with no children (leaf nodes) are processed first, as they form the base of our calculations.
As we process the tree in reverse topological order (from leaves to root), we track the longest valid chain for each node. For each node in the queue, if the character at the parent node is different from the current node's character, we update the longest path at the parent node by adding the longest chain from the child node to the parent's existing longest chain. Specifically, for each child, if the characters are distinct, we calculate the child’s longest chain (i.e., the number of valid nodes in the longest path starting from that child) and update the parent's longest chain by considering this value plus
When combining chains, we take the two longest chains from different child nodes of a given parent. These two chains represent the longest valid paths starting from two distinct child nodes. By combining these two chains (one from each child) with the parent node, we effectively create a new path where the parent node is in the middle, and the two chains extend in different directions from it. The sum of these two chains plus
Ultimately, we return the length of the longest valid path by using this process to resolve dependencies between nodes and efficiently calculate the result.
Before moving to the actual algorithm, let’s first understand how the parent
array is visualized as an undirected tree. This will help us correctly understand and find the longest paths in the tree without distinct characters.
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