1 Answers
To design an algorithm to find the longest increasing subsequence in an array of integers, you can follow the steps below:
```html
Algorithm: Longest Increasing Subsequence
To find the longest increasing subsequence in an array of integers:
- Initialize an array to store the length of longest increasing subsequence ending at each index.
- Initialize the maximum length to 1.
- Iterate over the array starting from the second element.
- For each element, compare it with the previous elements to find the longest increasing subsequence ending at the current index.
- Update the length of longest increasing subsequence at the current index.
- Update the maximum length if necessary.
- Return the maximum length as the result.
```
This algorithm is efficient with a time complexity of O(n^2) and can be further optimized using dynamic programming for a time complexity of O(n log n).
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