Hello Friends, In this blog post(HEAP In Data Structure) I am going to let you know about an interesting topic that is a heap.
In this blog post, we are going to cover What a heap is with an example? Where is the heap used in the data structure? What is the Max heap in the data structure? What is heap size in heap sort?
What is a heap with an example?
Heap is known as a tree-based data structure and all the nodes in the tree are in a specific order.
The term heap can be defined as follows- A heap of size n is a binary tree of n nodes that satisfies the following two constraints:
The binary tree is almost complete which means there is an integer such that every leaf of the tree is at level k or k+1 and if a node has a right descendent at level k+1 then that node also has a left descendent at level k+1.
The keys in the nodes are arranged such that the content of each node is less than or equal to the contents of its father. This means for each node info[i]<= info[j] where j is the father of node i.
This condition means that the level of the heap is filled from left to right and that a node is not placed on a new level until the preceding level is full. All the binary trees in fig 1 are heaps.
Where is the heap used in the data structure?
Heap is a tree-based data structure and is used in many popular algorithms like Dijkstra’s algorithm for finding the shortest path, Heap sort sorting algorithm, implementing the priority queue and etc.
What is the Max heap in the data structure?/ What is Min heap in data structure?
Both the heap trees are constructed based on the input and arrival order. Min heap is a tree where the value of the root node is less or equal to either of the children.
Whereas the Max heap is a tree where the value of the root node is greater or equal to either of the children.
What is heap size in heap sort?
Using the length function we can discover the size of an array or the number of elements present in the array whereas heap size is the number of elements…
… in the sorted order. And we can also say that heap size is the number of elements that follow the heap properties.
Please go through the below extensive blog link related to Data Structure:
Sorting Algorithm And Their Time Complexity In Data Structure.
What is meant by the Shell sort in data structure?
Radix Sort In Data Structure / What is the radix sort used for?
What is a quick sort of data structure?/ How do you write a quick sort?
Selection Sort In Hindi In Data Structure/ How do you perform a selection sort? / Selection sort kya hai?
Bubble Sort In Hindi In Data Structure/ What is bubble sort for example?/ Bubble Sort Kya Hai?
Insertion Sort In Hindi/ insertion sort step by step/ Insertion sort kya hai?
Searching In Data Structure/ What is the searching in data structure?
Shell Sort In Data Structure In Hindi?
Quick Sort In Data Structure In Hindi?
Types Of Data Structure In Hindi…
Tower Of Hanoi In Data Structure In Hindi…
Circular Linked List In Hindi…
Linked list in Hindi…
Data Structure In Hindi…
Dijkstra Shortest Path Algorithm In Hindi…
Heap In Data Structure In Hindi…
Check if a given Binary Tree is Heap…
B-Tree Example In Data Structure…
Kruskal Algorithm In Hindi In Data Structure…
Prim’s Algorithm In Hindi In Data Structure…
Difference Between Tree And Binary Tree In Hindi…
STACK In Hindi/ STACK Kya Hota Hai…
Conclusion:
Using this blog post we have gone through What is a heap with an example, Where is heap used in the data structure, What is Max heap in the data structure, What is heap size in heap sort, and Min heap.
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