Data Structures Assignment Help

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No matter which programming language you are using, it is important to learn data structures and algorithms. Our Data structure assignment help service provides all the basic concepts with examples and code in C, C++, Java and Python. The assignments are given to assist the students in self-study and clear their concepts or ambiguities regarding any subject.For instance, take a look at famous algorithms and equations, and see how yours stack up. See practical demos, compare “life scenarios” to their coding counterparts, and create an app for your final project. To harness your problem solving skills data structures should be your top priority, once you get basic data structures then you can move to  algorithms. Algorithm is set of steps to solve any problems efficiently.  when you are going to implement any algorithm then data structures will be very useful. Our data structures expert will to solve your assignment in any programming languages like Data Structure with C, Java and Python. 

What is data structures?

Data Structures are the key part of many computer algorithms as they allow the programmers to do data management in an efficient way. A right selection of data structure can enhance the efficiency of computer program or algorithm in a better way.

 Data structures are used in almost every program or software system.  Specific data structures are essential ingredients of many efficient algorithms, and make possible the management of huge amounts of data, such as large integrated collection of databases.

With increasing complexities in computer algorithms, the amount of data usage is increasing, this can affect the performance of the application like processing speed, data search, multiple requests.  in such cases data structures are used.  With the help of data structures we can efficient use memory, Reusability, Abstraction etc.

Data Structures Assignment Help Codersarts

Data Structure Assignment Help Topics

Linked List

A linked list is a linear data structure, in which the elements are not stored at contiguous memory locations.Arrays and Linked Lists both are linear data structures, but they both have some advantages and disadvantages over each other.One advantage of the linked list is that elements can be added to it indefinitely, while an array will eventually get filled or have to be resized (a costly operation that isn't always possible)

Type of Linked List:

  • Singly Linked List

  • Doubly Linked List

  • Circular Linked List

Common Operation in Linked List

Insertion at beginning, Insertion at end, Insertion after specified node, Deletion at beginning, Deletion at end

Deletion after specified node, Traversing,Searching

Stack And Queue

Stack: Stacks are dynamic data structures that follow the Last In First Out (LIFO) principle. The last item to be inserted into a stack is the first one to be deleted from it.

Queue: A Queue is a linear structure which follows a particular order in which the operations are performed. The order is First In First Out (FIFO). A good example of a queue is any queue of consumers for a resource where the consumer that came first is served first.

Stack and Queue can be implemented by following:

  • Array Implementation

  • Linked List Implementation

Stack Common Operation: peek() − get the top data element of the stack, without removing it. isFull() − check if stack is full. isEmpty() − check if stack is empty. pop() operation refers to the removal of an element

Tree

​A tree data structure can be defined recursively as a collection of nodes (starting at a root node), where each node is a data structure consisting of a value, together with a list of references to nodes (the "children"), with the constraints that no reference is duplicated, and none points to the root.

 

Common operation and type of tree:

  • Binary Tree (Pre-order Traversal ,In-order Traversal,Post-order Traversal)

  • Binary Search Tree ( Searching in BSTInsertion in BST ,Deletion in BST)

  • AVL TreeInsertion in AVL Tree (LL RotationLR RotationRL RotationRR Rotation ,Deletion in AVL Tree)

  • B Tree

  • B+ Tree

  • Red Black Tree

A tree whose elements have at most 2 children is called a binary tree. Since each element in a binary tree can have only 2 children, we typically name them the left and right child.

 

Tree Traversal

Traversal is a process to visit all the nodes of a tree and may print their values too. Because, all nodes are connected via edges (links) we always start from the root (head) node. That is, we cannot randomly access a node in a tree. There are three ways which we use to traverse a tree −

  • In-order Traversal

  • Pre-order Traversal

  • Post-order Traversal

Binary Search Tree

Binary Search Tree is a node-based binary tree data structure which has the following properties:

  • The left subtree of a node contains only nodes with keys lesser than the node’s key.

  • The right subtree of a node contains only nodes with keys greater than the node’s key.

  • The left and right subtree each must also be a binary search tree.

Graph

Graph: A Graph is a non-linear data structure consisting of nodes and edges. The nodes are sometimes also referred to as vertices and the edges are lines or arcs that connect any two nodes in the graph.

Common graph implementations and Algorithms:

  • Graph Implementation

  • BFS Algorithm

  • DFS Algorithm

  • Spanning Tree

  • Prim's Algorithm

  • Kruskal's Algorithm

Depth-first search: The DFS algorithm is a recursive algorithm that uses the idea of backtracking. It involves exhaustive searches of all the nodes by going ahead, if possible, else by backtracking.

Breadth-first search: BFS is a traversing algorithm where you should start traversing from a selected node (source or starting node) and traverse the graph level wise thus exploring the neighbour nodes (nodes which are directly connected to source node). You must then move towards the next-level neighbour nodes.

 

Prim's Algorithm: Prim's algorithm to find minimum cost spanning tree (as Kruskal's algorithm) uses the greedy approach. Prim's algorithm shares a similarity with the shortest path first algorithms.

 

Kruskal's Algorithm: Kruskal's algorithm to find the minimum cost spanning tree uses the greedy approach. This algorithm treats the graph as a forest and every node it has as an individual tree.

 

Dijkstra's Algorithm: Dijkstra's Algorithm solves the single source shortest path problem in O((E + V)logV) time, which can be improved to O(E + VlogV) when using a Fibonacci heap. This note requires that you understand basic graph theory terminology and concepts.

Bellman Ford's Algorithm: Bellman Ford algorithm works by overestimating the length of the path from the starting vertex to all other vertices. Then it iteratively relaxes those estimates by finding new paths that are shorter than the previously overestimated paths.

Sorting

A Sorting Algorithm is used to rearrange a given array or list elements according to a comparison operator on the elements.Sorting is the processing of arranging the data in ascending and descending order. There are several types of sorting in data structures namely – bubble sort, insertion sort, selection sort, bucket sort, heap sort, quick sort, radix sort etc

Insertion Sort: Insertion sort is a simple sorting algorithm that works the way we sort playing cards in our hands.

 

Selection Sort: The selection sort algorithm sorts an array by repeatedly finding the minimum element (considering ascending order) from unsorted part and putting it at the beginning.

Bubble Sort: Bubble Sort is the simplest sorting algorithm that works by repeatedly swapping the adjacent elements if they are in wrong order.

Heap Sort: Heap sort is a comparison based sorting technique based on Binary Heap data structure. It is similar to selection sort where we first find the maximum element and place the maximum element at the end.

 

Merge Sort: Merge sort is a divide-and-conquer algorithm based on the idea of breaking down a list into several sub-lists until each sublist consists of a single element and merging those sublists in a manner that results into a sorted list.

And more Others

Searching

​Search algorithms work to retrieve information stored within some data structure, or calculated in the search space of a problem domain, either with discrete or continuous values.

These searching algorithms are classified into two different parts, generally based on the type of searching.

  1. Sequential search: List or array is traversed sequentially and every element is checked. Example: Linear Search

  2. Interval search: Designed for sorted data structures and more efficient than sequential search algorithms as these are repeatedly target the center of the data structure and divide the search space in half. Example: Binary Search

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