Template:List data structure comparison

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Comparison of list data structures
Peek
(index)
Mutate (insert or delete) at … Excess space,
average
Beginning End Middle
Linked list Θ(n) Θ(1) Θ(1), known end element;
Θ(n), unknown end element
Peek time +
Θ(1)[1][2]
Θ(n)
Array Θ(1) 0
Dynamic array Θ(1) Θ(n) Θ(1) amortized Θ(n) Θ(n)[3]
Balanced tree Θ(log n) Θ(log n) Θ(log n) Θ(log n) Θ(n)
Random-access list Θ(log n)[4] Θ(1) [4] [4] Θ(n)
Hashed array tree Θ(1) Θ(n) Θ(1) amortized Θ(n) Θ(√n)

References

  1. Day 1 Keynote - Bjarne Stroustrup: C++11 Style at GoingNative 2012 on channel9.msdn.com from minute 45 or foil 44
  2. Number crunching: Why you should never, ever, EVER use linked-list in your code again at kjellkod.wordpress.com
  3. Brodnik, Andrej; Carlsson, Svante; Sedgewick, Robert; Munro, JI; Demaine, ED (1999), Resizable Arrays in Optimal Time and Space (Technical Report CS-99-09) (PDF), Department of Computer Science, University of Waterloo
  4. 4.0 4.1 4.2 Chris Okasaki (1995). "Purely Functional Random-Access Lists". Proceedings of the Seventh International Conference on Functional Programming Languages and Computer Architecture: 86–95. doi:10.1145/224164.224187.