Diversity Operators-based Artificial Fish Swarm Algorithm to Solve Flexible Job Shop Scheduling Problem

Alaa Wagih Abdulqader; Sura Mazin  Ali

doi:10.21123/bsj.2023.6810

Details

Publication Date

Sat Oct 28 2023

Journal Name

Baghdad Science Journal

Volume

20

Issue Number

5(Suppl.)

DOI

10.21123/bsj.2023.6810

Choose Citation Style

Statistics

View publication

36

Statistics

(4)

(2)

Diversity Operators-based Artificial Fish Swarm Algorithm to Solve Flexible Job Shop Scheduling Problem

Combinatorial Optimization Problems

Diversity Operators

Fish Swarm Artificial Algorithm

Flexible Job Shop Scheduling problem

Metaheuristic Algorithm

Alaa Wagih Abdulqader

Sura Mazin Ali

...Show More Authors

Artificial fish swarm algorithm (AFSA) is one of the critical swarm intelligent algorithms. In this
paper, the authors decide to enhance AFSA via diversity operators (AFSA-DO). The diversity operators will
be producing more diverse solutions for AFSA to obtain reasonable resolutions. AFSA-DO has been used to
solve flexible job shop scheduling problems (FJSSP). However, the FJSSP is a significant problem in the
domain of optimization and operation research. Several research papers dealt with methods of solving this
issue, including forms of intelligence of the swarms. In this paper, a set of FJSSP target samples are tested
employing the improved algorithm to confirm its effectiveness and evaluate its execution. Finally, this paper
concludes that the enhanced algorithm via diversity operators has discrepancies about the initial AFSA, and
it also provided both sound quality resolution and intersected rate.

View Publication Preview PDF

Quick Preview PDF

Publication Date

Wed Mar 15 2023

Journal Name

Al-academy

The Developed Materials and Techniques and Its Role in Exposing the Aesthetic Of Art Work

Developed Materials and Techniques - Aesthetic of the Art Work

Hussa

Faten

...Show More Authors

This study is targeting the new developed materials and techniques and how they were affected by the scientific and technological developments that contributed to revelated new and varied developed materials and techniques. And from the artist’s formulation by using the materials and techniques and through its embodiment and sensor the values, artistic and aesthetic standards by breaking from the familiar in aesthetic contemporary way.
The studies on questioning what’s the role of The New Developed Materials and Techniques in exposing the aesthetic of the art work?

This study is to show the aesthetic of the art work through the new developed materials and techniques. Which was based on descriptive analyzing method and hig

View Publication Preview PDF

Publication Date

Fri Dec 01 2023

Journal Name

Baghdad Science Journal

A novelty Multi-Step Associated with Laplace Transform Semi Analytic Technique for Solving Generalized Non-linear Differential Equations

Laplace transform

multi-step

MSLVIM

general Lagrange multiplier

Laplace-variational.

Khalid Hammood

Ahmed Hanoon

...Show More Authors

In this work, a novel technique to obtain an accurate solutions to nonlinear form by multi-step combination with Laplace-variational approach (MSLVIM) is introduced. Compared with the traditional approach for variational it overcome all difficulties and enable to provide us more an accurate solutions with extended of the convergence region as well as covering to larger intervals which providing us a continuous representation of approximate analytic solution and it give more better information of the solution over the whole time interval. This technique is more easier for obtaining the general Lagrange multiplier with reduces the time and calculations. It converges rapidly to exact formula with simply computable terms wit

View Publication Preview PDF

(1)

Publication Date

Sat May 31 2025

Journal Name

3rd International Scientific Conference For Human And Social Studies And Epistemological Challenges

Frankenstein Complex in Daniel H. Wilson's Robopocalypse ( ): Artificial Intelligence Conspiracies

With the advent of technology

the fear of losing control has consistently accompanied humanity. While humans have discovered

invented

and created many remarkable things

they have also been haunted by the possibility of their creations turning against them. This fear

often referred to as the Frankenstein Complex

derives its name from Mary Shelley's Frankenstein (􀀔􀀛􀀔􀀛)

in which Dr. Frankenstein's creation ultimately destroys its maker. The Frankenstein Complex embodies the subconscious fear of artificial intelligence (AI) surpassing and potentially dominating humankind. This apprehension has inspired numerous literary works

including Daniel H. Wilson’s novels. The present study examines the widespread fear of AI

which has fueled conspiracy theories in literature. These theories have not only amplified public anxiety but also hindered understanding among those with limited knowledge of AI and robotics. Dr. Wilson

a robotics expert

uses his imagination as a driving force for both his writing and his inventions. The research focuses on incidents leading to the rise of robots

the concept of the New War

how it was fought

and how it concluded. By comparing

contrasting

and analyzing literary elements and devices with prominent conspiracy theories

the study highlights the interplay between fiction and scientific development. The researchers conclude that while many conspiracy theories contain elements of truth

they often inspire scientists to explore them further. Additionally

some conspiracy theories warrant serious consideration. The study recommends acknowledging the Frankenstein Complex while maintaining faith in the potential benefits of artificial intelligence.

Ansam

Mayada

Zahraa

...Show More Authors

Publication Date

Sun Oct 02 2011

Journal Name

Journal Of Educational And Psychological Researches

ضغوط العمل لدى معلمي المدارس الابتدائية وعلاقتها بمركز الضبط

ضغوط العمل

معلمي المدارس الابتدائية

مركز الضبط

عزه عبد الرزاق حسين

...Show More Authors

Human exposure in the course of his life to a series of pressures that are problems or difficulties Human faces and objects to the way and hinder it from continuing and require resolution or removed from the way Problems may appear suddenly or difficulties may have warning signs of preparing a human May be simple or complex and may come apart or the ripples of it, and that the most important factors that Lead to the creation of pressure is not to satisfy the basic needs and the private ones.
The importance of research in that the teacher is a fundamental pillar in the educational process and the success and failure of these
Process depends mainly.
Accordingly, the present study aimed to know the s

View Publication Preview PDF

Publication Date

Mon Feb 13 2023

Journal Name

Journal Of Educational And Psychological Researches

Prosoical Behavior and Its Relationship to Openness to Experience among University Students

prosocial behavior

openness to experience

University students

Bushra

...Show More Authors

The aim of the present study is to identify the level of prosoical behavior of Baghdad University's students and to recognize the differences between male and female students. Moreover, it also aims to identify the level of openness to experience for these students. A random sample of (123) students has been selected; 77 males and 46 females. Two scales have been used in the study. The Prosocialness scale for adults by Caprara. Et al (2005) has been translated into the Arabic language and relies on four types of actions (Helping, Sharing, Taking care, and feeling Empathetic with others) and the other scale is the Openness to Experience Scale, which is one of the Big Five Inventory by John and Srivastava (1999). The main results showed a

View Publication Preview PDF

Publication Date

Mon Dec 25 2023

Journal Name

Optical Materials

Impact of a precise pH value change on the characteristics of deposited tin monosulphide films onto a flexible substrate

tin monosulphide

chemical bath deposition

pH

photodetector

photoresponse

noor m.

manal midhat

mohamed s.

...Show More Authors

The chemical bath deposition technique (CBD) is considered the cheapest and easiest compared with other deposition techniques. However, it is highly sensitive to effective parameter deposition values such as pH, temperature, and so on. The pH value of the reaction solution has a direct impact on both the nucleation and growth rate of the film. Consequently, this study presents a novel investigation into the effect of a precise change. in the pH reaction solution value on the structural, morphological, and photoresponse characteristics of tin monosulphide (SnS) films. The films were grown on a flexible polyester substrate with pH values of 7.1, 7.4, and 7.7. The X-ray diffraction patterns of the grown films at pH 7.1 and 7.4 confirmed

Preview PDF

Publication Date

Wed Jul 01 2015

Journal Name

Journal Of Engineering

Optimal Location of Static Synchronous Compensator (STATCOM) for IEEE 5-Bus Standard System Using Genetic Algorithm

facts

statcom

genetic algorithm.

Firas Mohammed

Yasser Nadhum

Hassan Ali Abdulmajeed

...Show More Authors

Heuristic approaches are traditionally applied to find the optimal size and optimal location of Flexible AC Transmission Systems (FACTS) devices in power systems. Genetic Algorithm (GA) technique has been applied to solve power engineering optimization problems giving better results than classical methods. This paper shows the application of GA for optimal sizing and allocation of a Static Compensator (STATCOM) in a power system. STATCOM devices used to increase transmission systems capacity and enhance voltage stability by regulate the voltages at its terminal by controlling the amount of reactive power injected into or absorbed from the power system. IEEE 5-bus standard system is used as an example to illustrate the te

View Publication Preview PDF

Publication Date

Wed Dec 18 2024

Journal Name

Bmc Medical Education

Demographic factors, knowledge, attitude and perception and their association with nursing students’ intention to use artificial intelligence (AI): a multicentre survey across 10 Arab countries

Omar

Muna

Wafa

Asma

Khalid Abdullah

Hala Mohamed

Mohammed Baqer

Ibrahim

Mirna

Mohammed

Abdullah

Jamal

Samah Anwar

Haitham Mokhtar

Loai

Mohammad

Maen

...Show More Authors

View Publication

(42)

(43)

Publication Date

Wed Jun 05 2024

Journal Name

International Journal Of Engineering Pedagogy (ijep)

The Impact of Artificial Intelligence on Computational Thinking in Education at University

effect

artificial intelligence (AI)

ChatGPT

computational thinking

education

university

achievement

chemistry

computer science

students

Najwa

Ban

Linda Talib

Maysam Raad

...Show More Authors

This study aims to reveal the role of one of the artificial intelligence (AI) techniques, “ChatGPT,” in improving the educational process by following it as a teaching method for the subject of automatic analysis for students of the Chemistry Department and the subject of computer security for students of the Computer Science Department, from the fourth stage at the College of Education for Pure Science (Ibn Al-Haitham), and its impact on their computational thinking to have a good educational environment. The experimental approach was used, and the research samples were chosen intentionally by the research community. Research tools were prepared, which included a scale for CT that included 12 items and the achievement test in b

View Publication Preview PDF

(16)

(13)

Publication Date

Mon May 15 2017

Journal Name

Journal Of Theoretical And Applied Information Technology

Anomaly detection in text data that represented as a graph using dbscan algorithm

Anomaly Detection

Enhanced DBSCAN algorithm

Unsupervised anomaly detection and Concept Frame Graph (CFG)

Asma Khazaal Abdulsahib

...Show More Authors

Anomaly detection is still a difficult task. To address this problem, we propose to strengthen DBSCAN algorithm for the data by converting all data to the graph concept frame (CFG). As is well known that the work DBSCAN method used to compile the data set belong to the same species in a while it will be considered in the external behavior of the cluster as a noise or anomalies. It can detect anomalies by DBSCAN algorithm can detect abnormal points that are far from certain set threshold (extremism). However, the abnormalities are not those cases, abnormal and unusual or far from a specific group, There is a type of data that is do not happen repeatedly, but are considered abnormal for the group of known. The analysis showed DBSCAN using the

Preview PDF

(4)

1 2 ... 89 90 91 92 ... 680 681