Queue is an abstract data structure, somewhat similar to Stacks. Unlike stacks, a queue is open at both its ends. One end is always used to insert data (enqueue) and the other is used to remove data (dequeue). Queue follows First-In-First-Out methodology, i.e., the data item stored first will be accessed first.
Queue is an abstract data structure, somewhat similar to Stacks. Unlike stacks, a queue is open at both its ends. One end is always used to insert data (enqueue) and the other is used to remove data (dequeue). Queue follows First-In-First-Out methodology, i.e., the data item stored first will be accessed first.
Queues
a. Concept and Definition
b. Queue as an ADT
c. Implementation of Insert and Delete operation of:
• Linear Queue
• Circular Queue
For More:
https://github.com/ashim888/dataStructureAndAlgorithm
http://www.ashimlamichhane.com.np/
An ordered collection of items from which items may be deleted from one end called the front and into which items may be inserted from other end called rear is known as Queue.
It is a linear data structure.
It is called the First In First Out (FIFO) list. Since in queue, the first element will be the first element out.
In computer science, a linked list is a linear collection of data elements, whose order is not given by their physical placement in memory. Instead, each element points to the next. It is a data structure consisting of a collection of nodes which together represent a sequence.
Linked Lists: Introduction Linked lists
Representation of linked list
operations on linked list
Comparison of Linked Lists with Arrays and Dynamic Arrays
Types of Linked Lists and operations-Circular Single Linked List, Double Linked List, Circular Double Linked List
Queues
a. Concept and Definition
b. Queue as an ADT
c. Implementation of Insert and Delete operation of:
• Linear Queue
• Circular Queue
For More:
https://github.com/ashim888/dataStructureAndAlgorithm
http://www.ashimlamichhane.com.np/
An ordered collection of items from which items may be deleted from one end called the front and into which items may be inserted from other end called rear is known as Queue.
It is a linear data structure.
It is called the First In First Out (FIFO) list. Since in queue, the first element will be the first element out.
In computer science, a linked list is a linear collection of data elements, whose order is not given by their physical placement in memory. Instead, each element points to the next. It is a data structure consisting of a collection of nodes which together represent a sequence.
Linked Lists: Introduction Linked lists
Representation of linked list
operations on linked list
Comparison of Linked Lists with Arrays and Dynamic Arrays
Types of Linked Lists and operations-Circular Single Linked List, Double Linked List, Circular Double Linked List
Queue is an abstract data structure, somewhat similar to Stacks. Unlike stacks, a queue is open at both its ends. One end is always used to insert data (enqueue) and the other is used to remove data (dequeue). Queue follows First-In-First-Out methodology, i.e., the data item stored first will be accessed first.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
3. Contents:
• Introduction to Queues
• Basic features of Queues
• Operations on Queues
• Algorithms and representation of Queues
• Types of Queues
• Applications of Queues
• How Queue is different from Stack?
• References
4. DATA STRUCTURE
▪Data structure is a way of organization
of all data items that considers not only
the elements stored but also their
relationship to each other.
▪Data structure is a specialized format
for organizing and storing data.
▪Ex. English Dictionary (sorted words).
6. QUEUE
S:
▪ Queue is Non- primitive Linear Data
structure.
▪ Queue is also an abstract data type(ADT).
▪ In queue the first element is inserted from
one end called REAR(also called tail).
▪ The deletion of existing element takes
place from the other end called as
FRONT(also called head).
7. BASIC FEATURES OF
QUEUE:
• Like Stack, Queue is also an ordered list of
elements of similar data types.
i.e. It is a collection of homogeneous elements.
• Queue is a FIFO( First in First Out ) structure.
i.e. - the element which is inserted first will be
removed first.
- the middle elements are logically
inaccessible.
• Queue is used for temporary storage of data
values.
8.
9. OPERATIONS ON QUEUE:
Basic Operations:
• Queue operations may involve initializing or defining
the queue, utilizing it, and then completely erasing it
from the memory.
• Queue operations involve basically two main
operations as follows:
10. • enqueue() − add (store) an item to the queue.
For enqueing (or storing) data in the queue we take
help of rear pointer.
•dequeue() − remove (access) an item from the queue.
In queue, we always dequeue (or access) data, pointed
by front pointer.
•Init() - This function is used for initializing the queue.
•Front – This is used to get the front data item from the
queue.
•Rear - This is used to get the last data item from the
queue.
13. •.
• Queue can be implemented using an
Array, Stack or Linked List.
• The easiest way of implementing a queue
is by using an Array.
• Initially the head(FRONT) and the
tail(REAR) of the queue points at the first
index of the array (starting the index of
array from 0).
14. Conditions in Queue
• FRONT < 0 ( Queue is Empty )
• REAR = Size of Queue ( Queue is Full )
• FRONT < REAR ( Queue contains at least one
element )
• No of elements in queue is : ( REAR - FRONT ) +
1
Restriction in Queue
•We can not insert element directly at middle index
(position) in Queue and vice verse for deletion.
• Insertion operation possible at REAR end only and
deletion operation at FRONT end. To insert we
increment REAR and to delete we increment
FRONT.
15. Enqueue Operation:
The following steps should be taken to enqueue (insert)
data into a queue −
•Step1− Check if the queue is full.
•Step2− If the queue is full, produce overflow error and
exit.
•Step3− If the is not full increment the rear pointer
to point the next empty space.
•Step4− Add data element to the queue location, where
the rear is pointing.
•Step5− return success.
16. Procedure enqueue(data)
if queue is full
return overflow
endif
rear ← rear + 1
queue[rear] ← data
return true
end procedure
int enqueue(int data)
if(isfull())
return 0;
rear = rear + 1;
queue[rear] = data;
return 1;
end procedure
ALGORITH
M:
IMPLEMENTATIO
N :
17. The following steps are taken to perform dequeue
operation −
•Step 1 − Check if the queue is empty.
•Step 2 − If the queue is empty, produce underflow
error and exit.
•Step 3 − If the queue is not empty, access the data
where front is pointing.
•Step 4 − Increment front pointer to point to the next
available data element.
•Step 5 − Return success.
Dequeue Operation:
18. procedure dequeue
if queue is empty
return underflow
end if
data = queue[front]
front ← front + 1
return true
end procedure
int dequeue()
{
if(isempty())
return 0;
int data = queue[front];
front = front + 1;
return data;
}
Algorithm: Implementation:
19. Program to implement Queue using Array:
#include<stdio.h>
#include<conio.h>
#define SIZE 10
void enQueue(int);
void deQueue();
void display();
int queue[SIZE], front = -1, rear = -1;
void main()
{
int value, choice;
clrscr();
while(1){
printf("nn***** MENU *****n");
printf("1.Insertion n2.Deletion n3.Display n4.Exit“);
printf("nEnter your choice: ");
scanf("%d",&choice);
switch(choice){
20. case 1: printf("Enter the value to be insert: ");
scanf("%d",&value);
enQueue(value);
break;
case 2: deQueue();
break;
case 3: display();
break;
case 4: exit(0);
default: printf("nWrong selection!!! Try again!!!");
}
}
}
void enQueue(int value){
if(rear == SIZE-1)
printf("nQueue is Full!!! Insertion is not possible!!!");
else{
if(front == -1)
front = 0;
rear++;
queue[rear] = value;
printf("nInsertion success!!!");
21. }
}
void deQueue(){
if(front == rear)
printf("nQueue is Empty!!! Deletion is not possible!!!");
else{
printf("nDeleted : %d", queue[front]);
front++;
if(front == rear)
front = rear = -1;
}
}
void display(){
if(rear == -1)
printf("nQueue is Empty!!!");
else{
int i;
printf("nQueue elements are:n");
for(i=front; i<=rear; i++)
printf("%dt",queue[i]);
}
}
26. Basically there are FOUR main types of
queue, they are
as follows:
• SIMPLE QUEUE
• CIRCULAR QUEUE
• PRIORITY QUEUE
• DEQUE
27. SIMPLE QUEUE:
• Simple queue defines the simple
operation of queue in which
insertion occurs at the REAR of
the queue and deletion occurs at
the FRONT of the queue.
REAR FRONT
28. CIRCULAR QUEUE:
• Circular queue are used to remove the
drawback of simple queue.
• Both the front and the rear pointers
wrap around to the beginning of the array.
• It is also called as “RING BUFFER”.
• It is an ADT (abstract data type) .
29. PRIORITY QUEUE:
• Priority queue is the collection of elements
where elements are stored according to their
priority levels.
• Inserting and deleting of elements from queue
is decided by the priority of the elements.
• An element of higher priority is processed first.
• The two elements of same priority is processed
on FCFS (First come First served )basis.
30. • An example of priority queue in computer
science occurs in timesharing system in which
the processes of higher priority is executed
before any process of lower priority.
•
There are two types of priority queue:
• Ascending priority queue : It is a collection of
items in to which items can be inserted arbitrarily
and from which only the smallest item can be
removed.
• Descending priority queue : It is similar but
allows deletion of only the largest item.
31. DEQUE QUEUE:
• Deque stands for double ended queue.
• Also known as head–tail linked list.
• Elements can be deleted or inserted at
either end.
32. TYPES OF DEQUE:
•Input restricted deques : It allows insertions at only one end
of the array or list but deletions allows at both ends.
•Output restricted deques : It allows deletions at only one end
of the array or list but insertions allow at both ends.
33.
34. In Computer Science field:
• Scheduler: for controlling access to shared
resources.
• Round Robin scheduling
• Job scheduling
• Keyboard buffer
• Print lines of a document
• Recognizing Palindromes
• Shared resource usage(CPU ,memory
access)
• Simulation
36. In Real Life Scenario:
• Simulation of Real World Illustrations:
- Waiting in line.
- Waiting on hold for Tech support.
- Waiting for your turn in mess-hall.
- Computer Lab.
• Telephone Operators:
- queuing system for handling calls to toll-
free numbers.