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
  1. Initialize an empty stack to keep track of potential \( \text{nums}[k] \) elements.
  2. Initialize a variable
    s3
    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.
  3. 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
      s3
      . If true, this means we have identified a valid 132 pattern and we can return
      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
      s3
      with these values. These elements represent potential \( \text{nums}[k] \) values.
    • Add the current element to the stack. This element could eventually serve as a potential \( \text{nums}[j] \).
  4. If the loop completes and no valid 132 pattern is found, return
    False
    .
  5. 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
    
                                            
    Step-by-Step Explanation
  6. Initialization : We start by setting up an empty stack and a variable
    s3
    initialized to negative infinity. The stack will help us manage potential values for \( \text{nums}[k] \), and
    s3
    will keep track of the most recent candidate that meets the 132 condition.
  7. 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.
  8. Checking the Pattern : For each element, we check if it could be \( \text{nums}[i] \) by comparing it to
    s3
    . If it is less, we immediately know we've found a valid pattern and return
    True
    .
  9. Updating Stack and
    s3
    : 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 condition
    current element > top of stack
    is no longer valid and update
    s3
    with these popped elements.
  10. Adding to Stack : Finally, we push the current element onto the stack, assuming it to be a future candidate for \( \text{nums}[j] \).
  11. Final Check : If the loop completes without finding any valid pattern, we return
    False
    .
In summary, the solution leverages a stack to efficiently track and update the elements necessary to identify the 132 pattern while iterating through the input array in reverse order. This ensures that we can appropriately manage and check the conditions for the 132 pattern using the elements encountered.