Python Sorting Algorithms
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Questions and Answers

What best describes the time complexity of accessing an element by index in a list?

  • O(1) (correct)
  • O(n)
  • O(log n)
  • O(n^2)

Which sorting algorithm is characterized by its O(n^2) time complexity?

  • Selection Sort (correct)
  • Insertion Sort
  • Quick Sort
  • Merge Sort

Which description is accurate regarding the Selection Sort algorithm?

  • It repeatedly finds the minimum element from the unsorted part. (correct)
  • It uses recursion to sort elements.
  • It divides the array into equal halves in each iteration.
  • It sorts the elements in logarithmic time.

Flashcards

Time complexity

A way of measuring how the runtime of an algorithm scales with the size of the input, expressed using "Big O notation".

Big O notation

A notation that describes the asymptotic behavior of a function. It's used to classify algorithms based on their efficiency.

O(1)

Indicates that the runtime of an algorithm stays constant regardless of the input size. For example, accessing an element in a list by its index.

O(n)

Indicates that the runtime of an algorithm grows linearly with the input size. For example, summing all elements in a list.

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O(n^2)

Indicates that the runtime of an algorithm grows quadratically with the input size. For example, Bubble Sort, where all elements are compared with each other.

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Description

Explore various sorting algorithms available in Python, including Bubble Sort, Insertion Sort, Selection Sort, and Merge Sort. This quiz tests your understanding of how these algorithms work and their complexities. Enhance your programming skills by mastering these essential concepts.

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