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Description
| SESSION | SEPT 2024 |
| PROGRAM | BACHLER OF COMPUTER APPLICATIONS (BCA) |
| SEMESTER | II |
| COURSE CODE & NAME | DCA1202 DATA STRUCTURE AND ALGORITHM |
Set-I
- What are the application areas of different Data Structures? And what are linear and nonlinear data structures?
Ans 1.
Application Areas of Different Data Structures
Data structures are fundamental building blocks in computer science and play a crucial role in solving complex problems efficiently. Different types of data structures have varying applications depending on their characteristics and functionalities.
One common application area is in database systems. Arrays, for example, are often used for indexing and storing data due to their simplicity and efficiency in accessing elements. Linked lists find use in dynamic memory allocation where frequent insertions and deletions are required. Stacks, a linear data structure,
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- What are Binary trees? How many types of Binary trees are there, discuss? Also discuss the application areas of binary tree.
Ans 2.
Binary Trees and Their Characteristics
A binary tree is a hierarchical data structure in which each node has at most two child nodes, commonly referred to as the left child and the right child. It is a type of tree data structure used widely in computer science due to its efficient storage and retrieval capabilities. The structure of a binary tree makes it suitable for applications requiring hierarchical organization or quick search operations.
Each node in a binary tree contains three elements: data, a reference to the left child, and a reference to the right child. The root node is the
- Explain the algorithms based on divide and conquer strategy.
Ans 3.
Divide and Conquer Strategy in Algorithms
The divide and conquer strategy is a fundamental problem-solving paradigm in computer science. It involves breaking a complex problem into smaller, more manageable subproblems, solving each subproblem independently, and then combining their solutions to form the final answer. This strategy is particularly effective for recursive algorithms and has been instrumental in developing efficient solutions to a
Set-II
- What is dynamic memory storage and how is link list stored in memory? Write the algorithm for insertion at a given location in singly link list. Write an algorithm to create circular list.
Ans 4.
Dynamic Memory Storage and Linked List Memory Allocation
Dynamic memory storage refers to the allocation of memory during runtime, allowing a program to request memory space as needed. Unlike static memory allocation, where memory is fixed during compilation, dynamic memory is managed using functions like malloc, calloc, realloc, and free in languages like C, or through objects and references in higher-level languages like Python and Java. This
- Discuss knapsack problem including 0/1 and fractional knapsack.
Ans 5.
The Knapsack Problem
The knapsack problem is a classic optimization problem in computer science and mathematics. It involves selecting a subset of items, each with a weight and a value, to include in a knapsack. The goal is to maximize the total value of the selected items while ensuring that their total weight does not exceed the knapsack’s capacity. This problem finds applications in fields like resource allocation,
6a. What is Stack? Discuss the Array implementation of a stack along with push() and pop() algorithms.
- What is Queue? Discuss the Array implementation of a queue along with enqueue() and dequeue() algorithms.
Ans 6.
(a) Stack and Its Array Implementation
A stack is a linear data structure that follows the Last In, First Out (LIFO) principle. This means that the last element added to the stack is the first one to be removed. It is analogous to a stack of plates where plates are added to or removed from the top.
Stacks are used extensively in computer science for managing function calls, backtracking algorithms, and parsing expressions