Skip Lists

  • Skip List, a data structure that expands on the Linked List and uses extra forward pointers with some random number generation to simulate the binary search algorithm achievable in Array Lists
  • every node in the Skip List has multiple layers, where each layer of a node is a forward pointer.
  • The very bottom layer is exactly a regular Linked List, and each higher layer acts as an "express lane" for the layers below.
  • Also, the elements in a Skip List must be sorted. The sorted property of the elements in a Skip List will let us perform a find algorithm that is functionally similar to binary search.
  • the distribution of heights in a Skip List affects the performance of the Skip List.
  • the worst-case time complexity to find, insert, or remove an element in a Skip List is O(n) -> same as normal linked list
  • the average-case time complexity of a Skip List is O(log n)
    REFERENCE: Stepik 2.3

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