132 Pattern
Explanation
To solve this coding challenge, we need to determine if a given list of integers contains a specific pattern known as the "132 pattern". This pattern is defined by the presence of three elements in the list such that their values and positions satisfy the condition \( \text{nums}[i] < \text{nums}[k] < \text{nums}[j] \) where \( i < j < k \). Essentially, we are looking for a subsequence in the array that matches this pattern. To efficiently find the 132 pattern within the list, we make use of a stack-based approach which helps us keep track of possible candidates for the \( \text{nums}[k] \) element from the right end of the array. By iterating backward through the array, we can efficiently find \( \text{nums}[j] \) and check for the \( \text{nums}[k] \) and \( \text{nums}[i] \) conditions.Detailed Steps in Pseudocode
- Initialize an empty stack to keep track of potential \( \text{nums}[k] \) elements.
-
Initialize
a variable
to keep track of the largest possible \( \text{nums}[k] \) found so far, starting as negative infinity because we want to find the smallest possible value initially.
s3 - Iterate backward through the array to analyze each element as a potential candidate for \( \text{nums}[i] \):
-
Check if the current element is less than
. If true, this means we have identified a valid 132 pattern and we can return
s3.True -
If not, while the stack is not empty and the current element is greater than the topmost element of the stack, pop elements from the stack and update
with these values. These elements represent potential \( \text{nums}[k] \) values.
s3 - Add the current element to the stack. This element could eventually serve as a potential \( \text{nums}[j] \).
-
If the loop completes and no valid 132 pattern is found, return
.
False -
Initialization
: We start by setting up an empty stack and a variable
initialized to negative infinity. The stack will help us manage potential values for \( \text{nums}[k] \), and
s3will keep track of the most recent candidate that meets the 132 condition.s3 - Reverse Iteration : By iterating from the end of the list to the beginning, we aim to find the optimal candidate for \( \text{nums}[j] \) first, while simultaneously updating our candidate for \( \text{nums}[k] \) using the stack.
-
Checking the Pattern
: For each element, we check if it could be \( \text{nums}[i] \) by comparing it to
. If it is less, we immediately know we've found a valid pattern and return
s3.True -
Updating Stack and
: If the current element is not less than
s3, we use the stack to adjust our potential \( \text{nums}[k] \) values. We pop from the stack until the conditions3is no longer valid and updatecurrent element > top of stackwith these popped elements.s3 - Adding to Stack : Finally, we push the current element onto the stack, assuming it to be a future candidate for \( \text{nums}[j] \).
-
Final Check
: If the loop completes without finding any valid pattern, we return
.
False
Pseudocode with Comments
# Initialize an empty stack to keep potential candidates for nums[k]
stack = []
# Initialize s3 which will track the largest value that could be nums[k]
s3 = -infinity
# Loop through the array in reverse order to check each element
for each element in reverse of nums:
# Check if the current element is a potential nums[i] in a 132 pattern
if current element < s3:
# If true, a valid 132 pattern is found
return True
# Update s3 and stack to keep track of potential nums[k] values
while stack is not empty and current element > top element of stack:
# Pop the top element of the stack which could be nums[k]
s3 = pop the top element of the stack
# Push the current element onto the stack. This element could be a future nums[j]
push current element onto the stack
# If the loop completes without finding any 132 pattern
return False