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21) What is Searching and Sorting?22) List out different types of searching.23) What is a Linked List?24) List out different types of the Linked list.

Question

21) What is Searching and Sorting?

22) List out different types of searching.

23) What is a Linked List?

24) List out different types of the Linked list.

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Solution

  1. Searching and Sorting:

Searching is the algorithmic process of finding a particular item in a collection of items. It can be done in two ways: Sequential Search (Linear Search) and Interval Search (Binary Search).

Sorting is the process of arranging items systematically, and it has two main types of algorithm: Internal Sorting and External Sorting. Internal sorting arranges items of a collection in a particular order, while external sorting involves external storage devices.

  1. Different types of searching:
  • Linear Search: It is the simplest form of searching. It traverses each element in the list until the desired element is found.
  • Binary Search: This search method works only on a sorted list. It follows the divide and conquer strategy.
  • Hashing: It uses a hash function to compute an index into an array of buckets or slots, from which the desired value can be found.
  • Interpolation Search: It works better than Binary Search as it returns a closer value on sorted and uniformly distributed different lists.
  • Fibonacci Search: It is a comparison-based technique that uses Fibonacci numbers to search an element in a sorted array.
  1. Linked List:

A linked list is a linear data structure where each element is a separate object. Each element (node) of a list consists of two items - the data and a reference to the next node. The last node has a reference to null. The entry point into a linked list is called the head of the list.

  1. Different types of Linked List:
  • Singly Linked List: It is the most common. Each node includes data and a link to the next node in the sequence.
  • Doubly Linked List: Each node contains two links that are linked to both the next node and the previous node.
  • Circular Linked List: It is either a singly or doubly linked list in which the last node of the list points back to the first node (or the head) of the list.
  • Multiply Linked List: Each node contains two or more link fields linking to other nodes.
  • Header Linked List: It has a header node at the beginning of the list and this contains the number of nodes in the list.

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