Handbook of Research on Applied Optimization Methodologies in Manufacturing Systems

481 Pages·2017·16.646 MB·English

by  Süleyman Tüfekçí (editor)

Handbook of Research
on Applied Optimization
Methodologies in
Manufacturing Systems
Ömer Faruk Yılmaz
Istanbul Technical University, Turkey & Yalova University, Turkey
Süleyman Tüfekçí
University of Florida, USA
A volume in the Advances in Logistics,
Operations, and Management Science (ALOMS)
Book Series
Published in the United States of America by
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Library of Congress Cataloging-in-Publication Data
Names: Yilmaz, Omer Faruk, 1989- editor. | Tufekci, Suleyman, editor.
Title: Handbook of research on applied optimization methodologies in
manufacturing systems / Omer Faruk Yilmaz and Suleyman Tufekci, editors.
Description: Hershey, PA : Business Science Reference, [2018] | Includes
bibliographical references.
Identifiers: LCCN 2017012416| ISBN 9781522529446 (hardcover) | ISBN
9781522529453 (ebook)
Subjects: LCSH: Manufacturing processes--Mathematical models--Handbooks,
manuals, etc. | Mathematical optimization--Handbooks, manuals, etc. |
Heuristic algorithms--Handbooks, manuals, etc.
Classification: LCC TS183 .H3595 2018 | DDC 670--dc23 LC record available at https://lccn.loc.gov/2017012416

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(ALOMS) (ISSN: 2327-350X; eISSN: 2327-3518)
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All work contributed to this book is new, previously-unpublished material. The views expressed in this book are those of the
authors, but not necessarily of the publisher.
For electronic access to this publication, please contact: [email protected].
Advances in Logistics,
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Montclair State University, USA
ISSN:2327-350X
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Editorial Advisory Board
MohammadAbdolsah,Azad University, Iran
IsmailAdak,Yalova University, Turkey
AyçaAltay,Rutgers University, USA
NeetaBaporikar,HP-GSB, Namibia & University of Pune, India
MuratBaskak,Istanbul Technical University, Turkey
KadirBüyüközkan,Karadeniz Technical University, Turkey
EmreÇevikcan,Istanbul Technical University, Turkey
HarishC.Chandan,Argosy University, USA
Ye-ShoChen,Louisiana State University, USA
M.BülentDurmuşoğlu,Istanbul Technical University, Turkey
S.A.Edalatpanah,University of Guilan, Iran
HikmetErbıyık,Yalova University, Turkey
YudiFernando,Universiti Sains Malaysia, Malaysia
MichailGlykas,University of the Aegean, Greece
BahadırGülsün,Yildiz Technical University, Turkey
M.RezaHosseini,Deakin University, Australia
KijpokinKasemsap,Suan Sunandha Rajabhat University, Thailand
EwaLechman,University of Gdansk, Poland
GilbertoPérezLechuga,National Research, Mexico
AdamMarsk,Gdansk University of Technology, Poland
AllenMcKenna,STM Group, UK
SadeghNiroomand,Firouzabad Institute of Higher Education, Iran
PaulineOng,Universiti Tun Hussein Onn Malaysia, Malaysia
PanosM.Pardalos,University of Florida, USA
ŞuleItırSatoğlu,Istanbul Technical University, Turkey
DavidStarr-Glass,SUNY Empire State College, USA
Gerhard-WilhelmWeber,Middle East Technical University, Turkey
MikaWesterlund,Carleton University, Canada
SelimZaim,Istanbul Technical University, Turkey

List of Contributors
Acharya, Debiprasad Priyabrata/NIT Rourkela, India.................................................................309
Alves Jr., Paulo Nocera/University of São Paulo (USP), Brazil.....................................................284
Atiker, Emek Gamze Köksoy/Intertech Information Technology and Marketing, Turkey...............57
Bal, Alperen /Istanbul Technical University, Turkey.......................................................................252
Bodendorf, Freimut /Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany.................354
Cari, Elmer Pablo Tito/University of São Paulo (USP), Brazil......................................................284
Çevikcan, Emre /Istanbul Technical University, Turkey..............................................................57,77
Chin, Desmond Daniel Vui Sheng/Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia......43
Dal Molin, David /IPros, Switzerland..............................................................................................269
Doğan, Onur /Istanbul Technical University, Turkey......................................................................107
Durmuşoğlu, Mehmet Bülent/Istanbul Technical University, Turkey.....................................125,162
Erdoğan, Ahmet /Yıldız Technical University, Turkey....................................................................231
Ghomi, S. M. T. Fatemi/Amirkabir University of Technology, Iran...............................................189
Glardon, Rémy /IPros, Switzerland.................................................................................................269
Gürcan, Ömer Faruk/Istanbul Technical University, Turkey.........................................................231
Gzara, Mariem /University of Monastir, Tunisia................................................................................1
Hafner, Matthias /FAU Erlangen-Nuernberg, Germany.................................................................354
Ho, Choon Sin/Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia......................................43
Lederer, Matthias /Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany....................354
Moalla, Taicir Loukil/Tabuk University, Saudi Arabia.......................................................................1
Mosadegh, Hadi /Amirkabir University of Technology, Iran..........................................................189
Naifar, Fraj /Digital Research Center of Sfax, Tunisia........................................................................1
Nanda, Umakanta /Silicon Institute of Technology, India..............................................................309
Ng, Chuan Huat/Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia...................................43
Niedermaier, Sina /FAU Erlangen-Nuernberg, Germany...............................................................354
Oner, Mahir /Istanbul Technical University, Turkey................................................................212,375
Oner, Sultan Ceren/Istanbul Technical University, Turkey......................................................212,375
Ong, Pauline /Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia........................................43
Oztemel, Ercan /Marmara University, Turkey..................................................................................20
Rout, Prakash Kumar/Silicon Institute of Technology, India.........................................................309
Roy, Mousumi /University of Connecticut, USA.............................................................................334
Sarvari, Peiman A./Istanbul Technical University, Turkey..........................................................57,77
Satoglu, Sule Itir/Istanbul Technical University, Turkey.................................................................252
Schott, Peter /FAU Erlangen-Nuernberg, Germany........................................................................354



Selam, Ayse Aycim/Marmara University, Turkey..............................................................................20
Tsagkalidis, Christos /IPros, Switzerland.......................................................................................269
Yaghin, Reza Ghasemy/Amirkabir University of Technology, Iran................................................189
Yeni, Fatma Betül/Istanbul Technical University, Turkey............................................................57,77
Yılmaz, Ömer Faruk/Istanbul Technical University, Turkey & Yalova University, Turkey.....125,162
Zufferey, Nicolas /University of Geneva, Switzerland.....................................................................269
Table of Contents
Foreword.............................................................................................................................................xxi
Preface...............................................................................................................................................xxiv
Acknowledgment...............................................................................................................................xxx
Section 1
Applications of Heuristic and Metaheuristic Algorithms in Manufacturing Systems
Chapter 1
SchedulinginFlexibleManufacturingSystems:GeneticAlgorithmsApproach...................................1
Fraj Naifar, Digital Research Center of Sfax, Tunisia
Mariem Gzara, University of Monastir, Tunisia
Taicir Loukil Moalla, Tabuk University, Saudi Arabia
Chapter 2
ApplicationandEvaluationofBee-BasedAlgorithmsinScheduling:ACaseStudyonProject
Scheduling.............................................................................................................................................20
Ayse Aycim Selam, Marmara University, Turkey
Ercan Oztemel, Marmara University, Turkey
Chapter 3
MetaheuristicApproachesforExtrusionManufacturingProcess:UtilizationofFlowerPollination
AlgorithmandParticleSwarmOptimization.......................................................................................43
Pauline Ong, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia
Desmond Daniel Vui Sheng Chin, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia
Choon Sin Ho, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia
Chuan Huat Ng, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia
Chapter 4
AHeuristicApproachforCarSequencingProblemIncludingAssemblyRatioandColor
Constraints............................................................................................................................................57
Emek Gamze Köksoy Atiker, Intertech Information Technology and Marketing, Turkey
Fatma Betül Yeni, Istanbul Technical University, Turkey
Peiman A. Sarvari, Istanbul Technical University, Turkey
Emre Çevikcan, Istanbul Technical University, Turkey



Chapter 5
HubLocationAllocationProblemsandSolutionAlgorithms..............................................................77
Peiman A. Sarvari, Istanbul Technical University, Turkey
Fatma Betül Yeni, Istanbul Technical University, Turkey
Emre Çevikcan, Istanbul Technical University, Turkey
Chapter 6
HeuristicApproachesinClusteringProblems....................................................................................107
Onur Doğan, Istanbul Technical University, Turkey
Chapter 7
AnIntegratedMethodologyforOrderReleaseandSchedulinginHybridManufacturingSystems
ConsideringWorkerAssignmentandUtilityWorkers.......................................................................125
Ömer Faruk Yılmaz, Istanbul Technical University, Turkey & Yalova University, Turkey
Mehmet Bülent Durmuşoğlu, Istanbul Technical University, Turkey
Chapter 8
EvolutionaryAlgorithmsforMulti-ObjectiveSchedulinginaHybridManufacturingSystem........162
Ömer Faruk Yılmaz, Istanbul Technical University, Turkey & Yalova University, Turkey
Mehmet Bülent Durmuşoğlu, Istanbul Technical University, Turkey
Section 2
Supply Chain and Inventory Management
Chapter 9
DifferentialReturnonInvestmentOptimization:Pricing,Lotsizing,andShipmentConsiderations
inaTwo-EchelonSupplyChain.........................................................................................................189
Reza Ghasemy Yaghin, Amirkabir University of Technology, Iran
Hadi Mosadegh, Amirkabir University of Technology, Iran
S. M. T. Fatemi Ghomi, Amirkabir University of Technology, Iran
Chapter 10
AComprehensiveRiskManagementToolBasedonMulti-AgentsandSystemDynamicsfor
TraditionalandE-CommerceSupplyChain.......................................................................................212
Sultan Ceren Oner, Istanbul Technical University, Turkey
Mahir Oner, Istanbul Technical University, Turkey
Chapter 11
OptimalStrategySelectioninaSupplyChain....................................................................................231
Ömer Faruk Gürcan, Istanbul Technical University, Turkey
Ahmet Erdoğan, Yıldız Technical University, Turkey