Data structure

A data structure is a way of storing data in a computer so that it can be used efficiently. Often a carefully chosen data structure will allow a more efficient algorithm to be used.

In the design of many types of programs, the choice of data structures is a primary design consideration, as experience in building large systems has shown that the difficulty of implementation and the quality of the final result depends heavily on choosing the best data structure. After the data structures are chosen, then the algorithms to be used often become relatively obvious. Sometimes things work in the opposite direction - data structures are chosen because certain key tasks have algorithms that work best with particular data structures, but in either case the choice of appropriate data structures is crucial.

This insight has given rise to many formalised design methods and programming languages in which data structures, rather than algorithms, are the key organising factor. Object-oriented programming languages such as C++ and Java are one group of languages that exhibit this philosophy.

Some common data structures

• Linear data structures
  • Array
  • Linked list
  • Hash table
  • Stack
  • Queue
  • Deque
• Graph? data structures
  • Tree data structures
    • Binary search tree
    • AVL tree
    • B tree
    • Red-Black tree
    • Splay tree
    • Heap
• ....

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