Linked List vs Array | Data Structures and Algorithm.

 Arrays store elements in contiguous memory locations, resulting in easily calculable addresses for the elements stored and this allows a faster access to an element at a specific index. Linked lists are less rigid in their storage structure and elements are usually not stored in contiguous locations, hence they need to be stored with additional tags giving a reference to the next element. This difference in the data storage scheme decides which data structure would be more suitable for a given situation. 

Data storage scheme of an array

Data storage scheme of a linked list

 

Major differences are listed below: 

• Size:  Since data can only be stored in contiguous blocks of memory in an array, its size cannot be altered at runtime due to risk of overwriting over other data. However in a linked list, each node points to the next one such that data can exist at scattered (non-contiguous) addresses; this allows for a dynamic size which can change at runtime.
• Memory allocation: For arrays at compile time and at runtime for linked lists.
• Memory efficiency: For the same number of elements, linked lists use more memory as a reference to the next node is also stored along with the data. However, size flexibility in linked lists may make them use less memory overall; this is useful when there is uncertainty about size or there are large variations in the size of data elements; memory equivalent to the upper limit on the size has to be allocated (even if not all of it is being used) while using arrays, whereas linked lists can increase their sizes step-by-step proportionately to the amount of data.
• Execution time: Any element in an array can be directly accessed with its index; however in case of a linked list, all the previous elements must be traversed to reach any element. Also, better cache locality in arrays (due to contiguous memory allocation) can significantly improve performance. As a result, some operations (such as modifying a certain element) are faster in arrays, while some other (such as inserting/deleting an element in the data) are faster in linked lists. 

Following are the points in favour of Linked Lists. 
(1) The size of the arrays is fixed: So we must know the upper limit on the number of elements in advance. Also, generally, the allocated memory is equal to the upper limit irrespective of the usage, and in practical uses, the upper limit is rarely reached. 

(2) Inserting a new element in an array of elements is expensive because a room has to be created for the new elements and to create room existing elements have to be shifted. 

For example, suppose we maintain a sorted list of IDs in an array id[ ]. 

id[ ] = [1000, 1010, 1050, 2000, 2040, …..]. 

And if we want to insert a new ID 1005, then to maintain the sorted order, we have to move all the elements after 1000 (excluding 1000). 

Deletion is also expensive with arrays until unless some special techniques are used. For example, to delete 1010 in id[], everything after 1010 has to be moved. 

So Linked list provides the following two advantages over arrays 
1) Dynamic size 
2) Ease of insertion/deletion 

Linked lists have following drawbacks: 
1) Random access is not allowed. We have to access elements sequentially starting from the first node. So we cannot do a binary search with linked lists. 
2) Extra memory space for a pointer is required with each element of the list. 
3) Arrays have better cache locality that can make a pretty big difference in performance.

keep learning and in our next blog we will see or learn about Linked List ( singly , doubly , or circular ) and how to implement in Data structure and algorithm.

Here's the series of Data structures and algorithm

     Learning Roadmap For Data Structure and Algorithms. (codin-india.blogspot.com)

     Data Structures & Algorithms - Quick Guide (Step By Step) (1) (codin-india.blogspot.com)

     Data Structures and Algorithms - Arrays (2) (codin-india.blogspot.com)

     Array Implementation In Data Structure And Algorithms. (3) (codin-india.blogspot.com)

     2D Array - Data Structures and Algorithm.(4) (codin-india.blogspot.com)

     Data Structure and Algorithms - Linked List (5) (codin-india.blogspot.com)         

     Linked List vs Array | Data Structures and Algorithm. (codin-india.blogspot.com)

To Be Continued......

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