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Which design approach best fits this requirement?

easy🔍 Pattern Recognition Q11 of Q15
OOP & Design Patterns - Iterator & Composite Pattern - Traversal Abstractions
You need to traverse a tree-like structure where each node can be either a single element or a composite containing multiple child elements. The traversal should allow clients to iterate over all elements uniformly without exposing the internal structure. Which design approach best fits this requirement?
AImplement the Composite pattern combined with an Iterator interface to provide a unified traversal abstraction.
BUse a recursive brute force traversal that manually visits each node and its children.
CApply a greedy algorithm that visits nodes based on a heuristic to minimize traversal time.
DUse dynamic programming to store and reuse traversal results for overlapping subtrees.
Step-by-Step Solution
  1. Step 1: Understand the problem structure

    The problem involves a tree with nodes that can be leaves or composites containing children, requiring uniform traversal.
  2. Step 2: Identify the suitable pattern

    The Composite pattern allows treating individual objects and compositions uniformly, and combining it with an Iterator abstracts traversal details.
  3. Final Answer:

    Option A -> Option A
  4. Quick Check:

    Composite + Iterator provides uniform traversal abstraction [OK]
Quick Trick: Composite + Iterator unifies traversal of tree structures [OK]
Common Mistakes:
MISTAKES
  • Confusing traversal with greedy or DP approaches
  • Using manual recursion without abstraction
Trap Explanation:
PITFALL
  • Greedy and DP approaches do not provide uniform traversal abstraction and fail on composite structures.
Interviewer Note:
CONTEXT
  • Tests candidate's ability to recognize design patterns for traversal abstraction.
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