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The student has implemented several classic algorithms correctly:

  1. BinarySearch (Exercise_1.java):
  • Correct implementation of binary search with O(log n) time complexity and O(1) space complexity
  • Good handling of edge cases (element not found)
  • Could improve by making the method static since it doesn't use instance variables
  1. QuickSort (Exercise_2.java):
  • Correct implementation of quicksort with O(n log n) average time complexity and O(log n) space complexity (due to recursion)
  • Good partitioning logic and recursive implementation
  • Could add comments explaining the pivot selection strategy
  1. LinkedList Middle Element (Exercise_3.java):
  • Correct implementation using fast and slow pointers with O(n) time and O(1) space
  • Handles empty list case properly
  • Could improve by adding null check for head.next in printMiddle()
  1. MergeSort (Exercise_4.java):
  • Correct implementation with O(n log n) time and O(n) space complexity
  • Good merging logic with proper handling of remaining elements
  • Could optimize by reusing temporary arrays
  1. Iterative QuickSort (Exercise_5.java):
  • Correct iterative implementation using stack
  • Interesting XOR-based swap implementation (though less readable than standard swap)
  • Good analysis of time/space complexity in comments
  • Could improve stack implementation by using custom stack class for primitive types

General strengths:

  • All implementations follow standard algorithmic approaches
  • Good use of comments explaining key steps
  • Proper handling of edge cases
  • Consistent code style

Areas for improvement:

  • Some methods could be static since they don't use instance variables
  • Could add more test cases for edge scenarios
  • Some variable names could be more descriptive (like 'ob' for object instances)
  • Could add more detailed comments about time/space complexity tradeoffs

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