cst 370 - week 3- learning journal

This week deepened my understanding of how different algorithmic techniques work and how to analyze their efficiency. I learned how brute-force approaches can lead to worst-case behavior when repeated comparisons occur, and why smarter strategies are often needed. Graph traversal became clearer through understanding breadth-first search, which explores vertices level by level using a queue and guarantees the shortest path in terms of edges. I also gained insight into divide-and-conquer algorithms, where problems are recursively split into smaller subproblems and combined to form a solution. Finally, learning how to analyze recursive algorithms using recurrence relations and the Master Theorem helped me confidently determine time complexity without relying on lengthy expansions.

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