This code is solving a variation of the **"Candy Distribution...
August 23, 2025 at 09:04 AM
This code is solving a variation of the "Candy Distribution Problem", which is a common algorithmic problem.
What the code does:
The goal is to distribute a minimum number of candies to children sitting in a line based on their "ratings" such that:
- Each child gets at least one candy.
- Any child with a higher rating than their immediate neighbors (either left or right) gets more candies than that neighbor.
Key Steps:
-
Initialize candies for all children: Each child is initially given exactly one candy (
candies[i] = 1
). -
Iteratively adjust candy distribution:
- The algorithm loops until there are no more changes made to the
candies
array (stabilizing the solution). - For each child:
- Compare the child's
ratings[i]
with their left neighbor (ratings[i - 1]
) and right neighbor (ratings[i + 1]
). - If
ratings[i] > ratings[i - 1]
, ensurecandies[i] > candies[i - 1]
by settingcandies[i] = candies[i - 1] + 1
. - Similarly, if
ratings[i] > ratings[i + 1]
, ensurecandies[i] > candies[i + 1]
.
- Compare the child's
- If any change is made, the
changed
flag is set totrue
to continue iterating.
- The algorithm loops until there are no more changes made to the
-
Sum up total candies: After all adjustments, the
candies
array will contain the minimum number of candies that satisfy the above conditions. The total number of candies is computed and returned.
Complexity:
- The solution iterates through the array multiple times until the distribution stabilizes. In the worst case, this is O(n²), where
n
is the number of children.
Example:
Input: ratings = [1, 0, 2]
Execution:
- Initialize:
candies = [1, 1, 1]
- Iteration 1:
- For
i = 2
:ratings[2] > ratings[1]
→candies[2] = candies[1] + 1 = 2
- For
i = 1
:ratings[1] < ratings[2]
(no change) - For
i = 0
:ratings[0] > ratings[1]
→candies[0] = candies[1] + 1 = 2
- Result:
candies = [2, 1, 2]
- For
- Stabilized (no further changes).
Output: total = 2 + 1 + 2 = 5
The function returns 5
, which is the minimum number of candies satisfying the rules.
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