Queues: FIFO Data Structure

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Questions and Answers

A print queue is an example of which abstract data structure?

  • Queue (correct)
  • Stack
  • Tree
  • Linked List

What is the primary characteristic that distinguishes a queue from a stack?

  • FIFO for queues, LIFO for stacks. (correct)
  • Queues allow access to the last element, while stacks allow access to the first element.
  • Queues use a single pointer, while stacks use two pointers.
  • Stacks use dynamic memory allocation, while queues use static memory allocation.

In an array-based queue implementation, what is the purpose of using the modulo operator (%) when updating the rear pointer?

  • To dynamically resize the array when it becomes full.
  • To handle wrap-around when the rear pointer reaches the end of the array. (correct)
  • To ensure the rear pointer always points to the beginning of the array.
  • To calculate the average value of the elements in the queue.

Which of the following is a disadvantage of using an array to implement a queue?

<p>Dynamic sizing is not possible, leading to potential waste of memory or overflow. (C)</p> Signup and view all the answers

In a linked list implementation of a queue, what happens to the rear pointer when the last element is dequeued?

<p>It points to NULL. (D)</p> Signup and view all the answers

What is the time complexity of the peek operation in a queue?

<p>O(1) (A)</p> Signup and view all the answers

Which of the following applications is NOT typically associated with queues?

<p>Managing function call stacks (D)</p> Signup and view all the answers

In the provided C code for an array-based queue, what is the purpose of the size variable within the QUEUE struct?

<p>Tracks the number of elements currently in the queue. (D)</p> Signup and view all the answers

Given the C code for a linked-list queue, when does the front and rear both point to NULL?

<p>When the queue is empty. (D)</p> Signup and view all the answers

What occurs if the enqueue operation is called on a full queue in the given array implementation?

<p>The function returns without adding the element, and nothing changes. (A)</p> Signup and view all the answers

Consider an array-based queue with MAX_SIZE = 5. If front = 2 and rear = 4, how many elements are currently in the queue?

<p>3 (D)</p> Signup and view all the answers

For a linked list implementation of a queue, which operation requires dynamic memory allocation?

<p>Enqueue (B)</p> Signup and view all the answers

What happens to the value returned by dequeue when the queue is empty?

<p>The function returns -1. (A)</p> Signup and view all the answers

Which of the following scenarios would benefit most from using a queue data structure?

<p>Managing customer service requests in a help desk system (A)</p> Signup and view all the answers

How does the use of queues in Breadth-First Search (BFS) contribute to the algorithm's functionality?

<p>It ensures that nodes are visited in the order of their discovery, level by level. (B)</p> Signup and view all the answers

What is a primary benefit of using a linked list over an array for implementing a queue?

<p>Dynamic resizing. (A)</p> Signup and view all the answers

In the context of queues, what does 'buffering' typically refer to?

<p>Temporarily storing data in a queue to handle differences in processing rates. (A)</p> Signup and view all the answers

Consider an array queue where front is ahead of rear (e.g., front = 3, rear = 1, with MAX_SIZE = 5). How would you calculate the number of elements in the queue?

<p><code>MAX_SIZE - (front - rear - 1)</code> (C)</p> Signup and view all the answers

Why is it necessary to set q->rear = NULL; after the last element is dequeued, within the linked list implementation?

<p>To ensure the <code>isEmpty</code> function works correctly. (D)</p> Signup and view all the answers

Flashcards

Queue (FIFO)

A First-In-First-Out data structure where elements are added at the rear(enqueue) and removed from the front(dequeue).

Array Queue

An array-based queue that uses a circular arrangement with front and rear pointers to manage elements efficiently.

Linked List Queue

A queue implementation where each element is a node containing data and a pointer to the next node, managed through front and rear pointers.

Enqueue

Adding an element to the rear of the queue.

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Dequeue

Removing an element from the front of the queue.

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Peek (Queue)

Returns, without removing, the element at the front of the queue.

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IsEmpty (Queue)

Returns true if the queue contains no elements.

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Breadth-First Search (BFS)

A graph traversal algorithm that explores neighbor nodes before moving to the next level of neighbors.

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Study Notes

  • Queues are a First-In-First-Out (FIFO) data structure

Queue Concept

  • Elements are added to the rear (enqueue) and removed from the front (dequeue)

Implementations

  • Queues can be implemented using arrays or linked lists

Array Queue

  • Employs a circular array with front and rear pointers
  • Offers efficient space utilization but has a fixed size
  • Uses wrap-around via a modulo operation to manage the circular nature, expressed as i = (i + 1) % size

Linked List Queue

  • Uses a front pointer to indicate the first node and a rear pointer for the last node
  • Provides dynamic sizing
  • Requires more memory due to pointer overhead

Key Operations and Complexities

  • Enqueue (add): O(1)
  • Dequeue (remove): O(1)
  • Peek (view front): O(1)
  • IsEmpty: O(1)

Applications

  • Utilized in Breadth-First Search (BFS)
  • Used for job scheduling (e.g. print queue, task management)
  • Facilitates resource sharing among multiple consumers
  • Used in buffering applications (e.g. keyboard buffers, web server request queues)

Code Pattern for Array Queue

  • The C code defines a QUEUE structure with an integer array, front and rear indices, and a size variable
  • MAX_SIZE is defined as 100, setting the maximum number of elements the queue can hold
  • initialize: Initializes the queue by setting the front to 0, rear to -1, and size to 0
  • isEmpty: Checks if the queue is empty by testing if the size is 0
  • isFull: Checks if the queue is full by testing if the size equals MAX_SIZE
  • enqueue: Adds an element to the rear of the queue; if the queue is full, the operation returns; the rear index is incremented using modulo MAX_SIZE to achieve wrap-around
  • dequeue: Removes an element from the front of the queue; If the queue is empty, it returns -1; the front index is incremented using modulo MAX_SIZE

Code Pattern for Linked List Queue

  • The C code defines a NODE structure for linked list nodes, containing an integer data and a pointer next
  • A QUEUE structure is defined with front and rear pointers to NODE elements
  • initialize: Initializes the queue by setting both front and rear to NULL
  • isEmpty: Determines if the queue is empty by checking if front is NULL
  • enqueue: Allocates a new node, assigns the provided value, and appends it to the rear of the queue; If the queue is empty, the new node becomes both the front and rear
  • dequeue: Removes the node from the front of the queue; If the queue is empty, it returns -1; the front pointer is advanced to the next node; if front becomes NULL, rear is also set to NULL; the memory of the dequeued node is released

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