Applications of Advanced Optimization Techniques in Industrial Engineering (Information Technology, Management and Operations Research Practices)

243 Pages·2022·14.161 MB·English

by  Abhinav Goel (editor), Anand Chauhan (editor), A K Malik (editor)

Applications of Advanced
Optimization Techniques
in Industrial Engineering
Information Technology, Management and Operations
Research Practices
Series Editors: Vijender Kumar Solanki, Sandhya Makkar, and Shivani Agarwal
This new book series will encompass theoretical and applied books and will be
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mulation, business management, and sustainable development through technological
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and solutions of everyday problems like how to use operations, management and
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regarding different formulations and models. The aim is to provide the concepts of
related technologies and novel findings to an audience that incorporates specialists,
researchers, graduate students, designers, experts, and engineers who are occupied
with research in technology, operations, and management related issues.
Performance Management
Happiness and Keeping Pace with Technology
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Soft Computing Applications and Techniques in Healthcare
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Employer Branding for Competitive Advantage
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Quality of Life
An Interdisciplinary Perspective
Edited by Shruti Tripathi, Rashmi Rai, and Ingrid Van Rompay-Bartels
Applications of Advanced Optimization Techniques in Industrial Engineering
Edited by Abhinav Goel, Anand Chauhan, and A.K. Malik
For more information about this series, please visit: https://www.routledge.com/
Information-Technology-Management-and-Operations-Research-Practices/
book-series/CRCITMORP
Applications of
Advanced Optimization
Techniques in Industrial
Engineering
Edited by
Abhinav Goel
Anand Chauhan
A.K. Malik
MATLAB® and Simulink® are trademarks of The MathWorks, Inc. and are used with permission. The
MathWorks does not warrant the accuracy of the text or exercises in this book. This book’s use or
discussion of MATLAB® and Simulink® software or related products does not constitute endorsement or
sponsorship by The MathWorks of a particular pedagogical approach or particular use of the MATLAB®
and Simulink® software.
First edition published 2022
by CRC Press
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and by CRC Press
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© 2022 selection and editorial matter, Abhinav Goel, Anand Chauhan and A.K. Malik; individual
chapters, the contributors
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Library of Congress Cataloging-in-Publication Data
Names: Goel, Abhinav, editor. | Chauhan, Anand, editor. | Malik, A. K., editor.
Title: Applications of advanced optimization techniques in industrial
engineering / edited by Abhinav Goel, Anand Chauhan, and A.K. Malik.
Description: First edition. | Boca Raton : CRC Press, [2022] | Series:
Information technology, management and operations research practices |
Includes bibliographical references and index.
Identifiers: LCCN 2021044503 (print) | LCCN 2021044504 (ebook) | ISBN
9780367545451 (hbk) | ISBN 9780367545468 (pbk) | ISBN 9781003089636 (ebk)
Subjects: LCSH: Industrial efficiency. | Engineering economy. | Mathematical optimization.
Classification: LCC T58.8 .A67 2022 (print) | LCC T58.8 (ebook) | DDC 658.5--dc23
LC record available at https://lccn.loc.gov/2021044503
LC ebook record available at https://lccn.loc.gov/2021044504
ISBN: 978-0-367-54545-1 (hbk)
ISBN: 978-0-367-54546-8 (pbk)
ISBN: 978-1-003-08963-6 (ebk)
DOI: 10.1201/9781003089636
Typeset in Times
by SPi Technologies India Pvt Ltd (Straive)
Contents
Editors ......................................................................................................................vii
Contributors ..............................................................................................................ix
Chapter 1 Dynamical Analysis in Modulated Logistic Maps ...............................1
Ashish, A. K. Malik, and Khamosh
Chapter 2 A Survey on Evolutionary Clustering Algorithms and
Applications .......................................................................................23
Chandra Mani Sharma and Shail Kr Dinkar
Chapter 3 Solving Linear Fractional Programming Problem Using Revised
and Column Simplex Method .............................................................35
Ather Aziz Raina, Srikant Gupta, Irfan Ali, and Javid Iqbal
Chapter 4 The Tradeoff in Managing Overall Cost and Backorder
Minimization in Two-Stage Multi Commodity Supply Chain
Problem ..............................................................................................53
Vimal Kumar, Ajay Jha, Pratima Verma, and Nagendra Kumar Sharma
Chapter 5 An Optimization Study on Behavior of Actinide
Monochalcogenides at High Pressure ................................................67
Ritu Saxena, Neetu Paliwal, Pankaj Kumar Jha, and
Ramakant Bhardwaj
Chapter 6 The Dynamics of a Continuous Innovation Diffusion Model with
Advertisements as Well as Interpersonal Communications ...............79
Rakesh Kumar
Chapter 7 Stochastic Analysis of a Priority-Based Warm Standby System
Working under k-out-of-n: G Policy Using Multi-Dimensional
Repair ...............................................................................................101
Praveen Kumar Poonia and Anu Sirohi
Chapter 8 An Inventory Policy for Increasing Holding Cost under the
Effect of Stock-Dependent Deterioration and Partial
Backlogging .....................................................................................121
Abhinav Goel and Mohd Aftab Ali
v
vi Contents
Chapter 9 A Fuzzy Inventory Model for Non-Instantaneous Oxidizing Items
with a Nonlinear-Hexagonal Fuzzy Number under the Effect of
Learning............................................................................................141
Neelanjana Rajput, R. K. Pandey, Anand Chauhan,
and Bhuwan Chandra Joshi
Chapter 10 Optimal Analysis of Machine Interference Problem
with Standby, Random Switching Failure, Vacation Interruption
and Synchronized Reneging .............................................................155
Amit Kumar, Mohamed Boualem, Amina Angelika Bouchentouf,
and Savita
Chapter 11 Optimal Cluster Head Election in Industrial WSNs Using
the Multi-Objective Genetic Algorithm ............................................169
R. Pal, A. K. Malik, S. Yadav, and R. Karnwal
Chapter 12 Monitoring Social Distancing for Industries and in Public Areas
Using Machine Learning ..................................................................181
Megha Agarwal, Vinti Gupta, and Abhinav Goel
Chapter 13 Profit-Maximization Inventory Model with Stock-Dependent
Demand ............................................................................................191
Archana Sharma and A. K. Malik
Chapter 14 Models of Supply Chain Sustainability in Industrial Engineering ...205
Abhijit Pandit and Ramakant Bhardwaj
Chapter 15 Optimal Stabilization in Chaotic Maps Using Ishikawa Feedback
Technique .........................................................................................217
Ashish
Index ......................................................................................................................229
Editors
Dr. Abhinav Goel is an assistant professor of mathematics at Graphic Era (Deemed
to be University) Dehradun, Uttarakhand, India. He earned his MSc degree in math-
ematics from Chaudhary Charan Singh University, Meerut, Uttar Pradesh, India
and his PhD from Hemwati Nandan Bahuguna (A Central University) University,
Srinagar Uttarakhand, India. He has 11 years’ experience teaching in academic and
research institutions. He has taught at many reputed institutes in the National Capital
Region, including ITS Ghaziabad and RKGIT Ghaziabad. His teaching interests are
in the areas of Engineering Mathematics, Applied Mathematics, Operations Research,
and Numerical Techniques, among others. His area of specialization is Operations
Research, Inventory Control, Genetic Algorithm and Soft Computing techniques.
He has also attended and presented his research papers at various national and
international seminars/conferences/symposiums/workshops/Faculty Development
Programs. He has completed a certification course from HarvardX on Data Science.
He is a reviewer and editorial board member of various reputed national and inter-
national journals. He is an author of four books, including Engineering Mathematics
for GATE Entrance (published by Arihant Publication, India). Currently he is guid-
ing three PhD students.
Dr. Anand Chauhan is an associate professor and Head of the Department of
Mathematics, Graphic Era (Deemed to be University), Dehradun, India. He com-
pleted a Master of Science in Mathematics from H.N.B Garhwal Central University,
Srinagar, Uttarakhand and earned a PhD in Mathematics from Chaudhary Charan
Singh University, Meerut, Uttar Pradesh, India. He has more than 12 years of teach-
ing and research experience. Over the course of his academic career, he has pub-
lished more than 30 research papers in national and international peer-r eviewed
journals and he has attended more than 24 national and international conferences/
seminars/workshops. Dr. Chauhan is actively involved in research fields including
operational research, inventory control, optimization, numerical methods, and he has
teaching interests in Engineering Mathematics, Discrete Mathematics, Graph Theory,
Operational Research, and Computer-B ased Numerical and Statistical Technique.
Three PhDs have been awarded under his supervision and he has also been an orga-
nizing secretary of three international conferences. He is an author/co-author of more
than seven books, a co- editor of the International Journal of Operations Research
and Optimization and also works as a reviewer for many national and international
journals. He is a life member of the Indian Mathematical Society (IMS) and the
Indian Science Congress Association (ISCA).
Dr. A. K. Malik is an associate professor of mathematics at the B K Birla Institute
of Engineering & Technology, Pilani, Rajasthan, India. He earned his MSc degree
in mathematics from Gurukula Kangri Vishwavidyalaya, Haridwar, Uttrakhand and
his PhD from Chaudhary Charan Singh University, Meerut, Uttar Pradesh, India.
He has 14 years’ experience teaching in academic and research institutions. He was
vii
viii Editors
presented with the Srinivasa Ramanujan Award for Mathematics Popularization, on
December 22, 2018 on National Mathematics Day from VIPNET- Vigyan Prasar
(under DST Govt. of India) Network DASA & SWA of Tripura. His areas of spe-
cialization are Operations Research, Inventory Control, and Soft Computing tech-
niques. He has published more than fifty research papers in reputed national and
international journals, and he has presented his research papers at various national
and international seminars/conferences/symposiums/workshops. He is the author/
co- author of 19 books, including Operations Research (Oxford University Press),
A Textbook of Engineering Mathematics- II (Manakin Press, New Delhi), Engineering
Mathematics-I & II, Mathematics-I II (for EC&EE), Advanced Engineering
Mathematics (All New Age International Publication, New Delhi); Optimization
Techniques, Topology, Measure Theory & Integration (I K International Publication,
New Delhi); and Mathematics-I II (for CS& IT) (Asian Publication, New Delhi) etc.
He has been invited to deliver talks on various research topics in several institutes
and universities, such as IITs.
Contributors
Megha Agarwal Shail Kr Dinkar
SRM IST Department of Computer Science and
Ghaziabad, India Applications
G. B. Pant Institute of Engineering and
Mohd Aftab Ali Technology
Department of Mathematics Pauri Garhwal, Uttarakhand, India
Shri Venkateshwara University
Gajraula Abhinav Goel
Department of Mathematics
Irfan Ali Graphic Era University
Department of Statistics & Operations Dehradun, India
Research
Aligarh Muslim University
Srikant Gupta
Aligarh, India
Jaipuria Institute of Management
Jaipur, Rajasthan, India
Ashish
Department of Mathematics
Vinti Gupta
Government College Satnali
SRM IST
Mahendergarh, Haryana, India
Ghaziabad, India
Ramakant Bhardwaj
Javid Iqbal
Department of Mathematics
Department of Mathematical Sciences
Amity University Kolkata
BGSB University
India (W.B.) India
Rajouri, Jammu and Kashmir, India
Mohamed Boualem
Ajay Jha
Research Unit LaMOS (Modeling and
Department of Transportation
Optimization of Systems)
Management
Faculty of Technology
University of Petroleum and Energy
University of Bejaia
Studies
Bejaia, Algeria
Dehradun, India
Amina Angelika Bouchentouf
Laboratory of Mathematics Bhuwan Chandra Joshi
Djillali Liabes University Graphic Era Deemed to be University
of Sidi Bel Abbes Dehradun, India
Algeria
Pankaj Kumar Jha
Anand Chauhan Department of Statistic
Graphic Era Deemed to be University Amity University
Dehradun, India Kolkata, India
ix