LC-152-maximum-product-subarray.md

58 - Maximum Product Subarray

Jira Ticket: LND-52
LeetCode: https://leetcode.com/problems/maximum-product-subarray
Pattern: Sliding Window
Difficulty: Medium
Status: To Do
Priority: Medium

Labels: 1-D_Dynamic_Programming, Medium
Created: 2025-08-21
Last Updated: 2025-08-22

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📝 Problem Statement

Problem URL: https://leetcode.com/problems/maximum-product-subarray Problem Description: Solve the Maximum Product Subarray coding problem according to the LeetCode description. Visit the problem URL for the complete description and examples. Difficulty: Medium Category: 1-D Dynamic Programming

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🤔 Initial Thoughts

Understanding the Problem

• What are we asked to find/compute?
• What are the inputs and outputs?
• What are the edge cases?

Pattern Recognition

Why Sliding Window?

What clues in the problem point to this pattern?

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💡 Approach

Brute Force (if applicable)

Idea:

Time Complexity: O(?)
Space Complexity: O(?)

Optimized Approach

Idea:

Algorithm Steps: 1. 2. 3.

Time Complexity: O(?)
Space Complexity: O(?)

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🎨 Visual Explanation

Example: 

Step 1: 
Step 2: 
Step 3: 

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💻 Implementation

# Your solution here
def solution():
    pass

Code Explanation

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🧪 Test Cases

Test Case 1: Basic Example

Input: 
Expected Output: 
Actual Output: 
Status: ⏳ Not Tested

Test Case 2: Edge Case - Empty Input

Input: 
Expected Output: 
Actual Output: 
Status: ⏳ Not Tested

Test Case 3: Edge Case - Single Element

Input: 
Expected Output: 
Actual Output: 
Status: ⏳ Not Tested

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📊 Complexity Analysis

Time Complexity: O(?)

Breakdown:

Space Complexity: O(?)

Breakdown:

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🎓 Key Learnings

What I Learned

Mistakes I Made

Pattern Insights

• When to use sliding window:
• When NOT to use this pattern:

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🔗 Similar Problems

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📚 Resources

• Pattern Guide
• LeetCode Discussion: https://leetcode.com/problems/maximum-product-subarray/discuss/

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✅ Progress Checklist

• Problem understood
• Pattern identified
• Brute force solution
• Optimized solution
• All test cases pass
• Complexity analyzed
• Code reviewed
• Learnings documented
• Jira ticket updated

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Status: 🔴 Not Started
Last Updated: 2025-08-22