Pairing Heaps

Data Structure AlgorithmsAnalysis of AlgorithmsAlgorithms

A pairing heap is defined as a type of heap data structure with relatively easy implementation and superb practical amortized performance.

Pairing heaps are heap-ordered multiway tree structures, and can be denoted as simplified Fibonacci heaps.

They are considered a "robust choice" for implementing such Algorithms like Prim's MST Algorithm, and support the following operations (assuming a min-heap) −

  • find-min − This function is responsible to return the top element of the heap.
  • meld −This function is responsible to compare the two root elements, the smaller remains the root of the result, the larger element and its subtree is added as a child of this root.
  • insert − This function is responsible to create a new heap for the inserted element and meld into the original heap.
  • decrease-key (optional) − This function is responsible to remove the subtree rooted at the key to be decreased, replace the key with a smaller key, then meld the result back into the heap.
  • delete-min − This function is responsible to remove the root and do repeated melds of its subtrees until one tree remains. Various merging strategies are employed.
  • Each node has a pointer towards the left child and left child points towards the next sibling of the child.
  • Example of Pairing Heap is given below −

The analysis of pairing heaps' time complexity was primarily inspired by that of splay trees. The amortized time per delete-min is considered as O(log n), and the operations find-min, meld, and insert run in O(1) amortized time.

Published on 02-Jan-2020 11:28:14