Erdal Aydemir

An industrial engineer, Dr. Erdal Aydemir is the Associate Professor of Industrial Engineering, Faculty of Engineering and Natural Sciences at Suleyman Demirel University, Isparta, TURKIYE.

His mainly research interests are EPQ/EOQ Models, vehicle/inventory routing, grey systems theory, modeling of production, service systems and its adaptation with artificial intelligence etc. on the various industrial fields.

He has many scientific researches via journal papers, conference papers, and also book chapters.

He is a founder of Grey Systems Society of Turkey in 2019 that is a chapter of International Association of Grey System and Uncertain Analysis.

Experience

Education

Research

• Grey Systems Theory and Applications (GSTA)
• Artificial Intelligence (AI)
• Inventory Systems (EOQ, EPQ)
• Routing Problems (TSP, VRP, IRP)
• Optimization (LP, MIP, NLP, Meta-Heuristics)
• Agent Based Modelling and Simulation (ABMS)
• Multi Criteria/Attribute Decision Making (MCDM, MADM)

• A new model of sustainable economic production quantity with shortage under imperfect production
  Mustafa Ceylan
  Suleyman Demirel University, MSc. of Industrial Engineering, Turkey, 2022.

• Analytical Hierarchy Process Based Grey Relational Analysis Method for Financial Ratio Analysis of Information and Technology Index
  Tunahan Turhan
  Suleyman Demirel University, MSc. of Industrial Engineering, Turkey, 2022.

• Using Sailfish Optimizer with Enhanced Decision Tree Algorithm to Diagnose Heart Disease
  Murat Onur Yıldırım
  Suleyman Demirel University, MSc. of Industrial Engineering, Turkey, 2021.

• Development of MACBETH Decision Making Method using Interval Grey Number Approach for Selection of an Enterprise Resource Planning Software
  Mustafa Said Yurtyapan
  Suleyman Demirel University, MSc. of Industrial Engineering, Turkey, 2019.

• Development of a New Inventory Model to Recovery Process
  Ramazan Eroglu
  Suleyman Demirel University, MSc. of Business Administration, Turkey, 2019.

• Industry 4.0 As-Is Analysis and Transition Methodology with an Simulation Application
  Cansu Altan Koyuncu
  Suleyman Demirel University, MSc. of Industrial Engineering, Turkey, 2019.

• Prioritization of Emergency Assembly Points using Grey Clustering and Grey P-median Linear Programming Model: A Case of Suleyman Demirel University
  Damla Yalçıner
  Suleyman Demirel University, MSc. of Industrial Engineering, Turkey, 2018.

• Product Analysis using DEMATEL based Grey Quality Function Deployment Approach
  Mustafa Emrah Burhan
  Suleyman Demirel University, MSc. of Industrial Engineering, Turkey, 2018.

• A New Model to Failure Mode and Effect Analysis using Mass Gravity Law based Grey Relational Analysis
  Mehmet Yaşbayır
  Suleyman Demirel University, MSc. of Industrial Engineering, Turkey, 2017.

• Inventory Routing Problems under Demand Uncertainty
  Ömer Utku Kahraman
  Suleyman Demirel University, MSc. of Industrial Engineering, Turkey, 2016.

Projects

• Digital Transformation Process Design and Management of Higher Education
  Researcher
  Suleyman Demirel University, Turkey, 2019-2020.

• Higher Education Facilities Investment Decision Support System (Mek-Sis)
  Researcher
  Presidency of Strategy and Budget, Turkey, 2017-2019.

• Thermo-electric GPS Module Prototype Development and Product Analysis
  Academic Supervisor
  TUBITAK 2209/A Bachelor Students Research Projects, 2018-2019.

• A New System Proposal on Passenger-Machine Interaction in Human Transportation Service Sector
  Academic Supervisor
  TUBITAK 2209/A Bachelor Students Research Projects, 2017-2018.

• Inventory Routing Problems with Demand Uncertainty
  Manager
  Suleyman Demirel University, Turkey, 2015-2018.

• The Study Project of Higher Education Sector Investment Decision Support System Development
  Researcher
  Ministry of Development, Turkey, 2016-2017.

• Alternative Solution Approaches to Vehicle Routing Problems
  Researcher
  Pamukkale University, Turkey, 2013-2016.

• A new Business Model Development using Canvas Business Model Analysis Method for Iyas-Park Shopping Centre
  Academic Supervisor
  TUBITAK 2209/A Bachelor Students Research Projects, 2015-2016.

• Android Based Inventory Management System
  Academic Supervisor
  TUBITAK 2209/A Bachelor Students Research Projects, 2014-2015.

• Research and Analysis on a Furniture Production System via Value Stream Mapping and Work Study
  Academic Supervisor
  TUBITAK 2209/A Bachelor Students Research Projects, 2013-2014.

• Development of an Economic Production Quantity Model with Imperfect Products by using Grey System Theory: An Industrial Research
  Researcher
  Suleyman Demirel University, Turkey, 2011-2013.

• Development of Simulation Software Facility Orgnazing, Production System Structuring and Performance Measuring (Faborg-Sim)
  Scholar
  TUBITAK MAG 1001 Research Project, Turkey, 2006-2009.

Publications

• Fuzzy C-Means Clustering-Based Key Performance Indicator Design for Warehouse Loading Operations
  Tokat S., Karagul K., Sahin Y., Aydemir E.
  Journal of King Saud University - Computer and Information Sciences, 34, pp. 6377-6384, 2022.

• An Improved Grey Failure Mode and Effect Analysis for a Steel-Door Industry
  Yaşbayır M., Aydemir E.
  Arabian Journal for Science and Engineering, 47 (3), pp. 3789 - 3803, 2022.

• A Comprehensive Solution Approach for CNC Machine Tool Selection Problem
  Sahin Y., Aydemir E.
  Informatica, 33 (1), pp. 81-108, 2022.

• ERP software selection using intuitionistic fuzzy and interval grey number-based MACBETH method
  Yurtyapan M.S., Aydemir E.
  Grey Systems: Theory and Application, 12 (1), pp. 78-100, 2022.

• A new cooperative depot sharing approach for inventory routing problem
  Olgun M.O., Aydemir E.
  Annals of Operations Research, 307 (1-2), pp. 417-441, 2021.

• Selection Industry 4.0 maturity model using fuzzy and intuitionistic fuzzy TOPSIS methods for a solar cell manufacturing company
  Altan Koyuncu C., Aydemir E., Başarır A.C.
  Soft Computing, 25, pp. 10335–10349, 2021.

• A New Approach for Interval Grey Numbers: n-th Order Degree of Greyness
  Aydemir E.
  The Journal of Grey System, 32 (2), pp. 89-103, 2020.

• A Bi-objective Inventory Routing Problem with Interval Grey Demand Data
  Kahraman O.U., Aydemir E.
  Grey Systems: Theory and Application, 10 (2), pp. 193-214, 2020.

• A Grey Production Planning Model on a Ready-Mixed Concrete Plant
  Aydemir E., Yılmaz G., Oruc K.O.
  Engineering Optimization, 52 (5), pp. 817-831, 2020.

• Evaluation of Healthcare Service Quality Factors Using Grey Relational Analysis in a Dialysis Center
  Aydemir E., Sahin Y.
  Grey Systems: Theory and Application, 9 (4), pp. 432-448, 2019.

• Breeder Hybrid Algorithm Approach for Natural Gas Demand Forecasting Model
  Karadede Y., Ozdemir G., Aydemir E.
  Energy, 141 (C), pp. 1269-1284, 2017.

• Forecasting of Turkey Natural Gas Demand Using a Hybrid Algorithm
  Ozdemir G., Aydemir E., Olgun M.O., Mulbay Z.
  Energy Sources Part B- Economics Planning and Policy, 11 (4), pp. 295-302, 2016.

• Degree of greyness approach for an EPQ model with imperfect items in a copper wire industry
  Aydemir E., Bedir F., Ozdemir G.
  The Journal of Grey System, 27 (2), pp. 13-26, 2015.

• A New Production Scheduling Module Using Priority-Rule Based Genetic Algorithm
  Aydemir E., Koruca H.I.
  International Journal of Simulation Modelling, 14 (3), pp. 450-462, 2015.

• Forecasting of Turkey’s Natural Gas Demand Using Artifical Neural Networks and Support Vector Machines
  Olgun M.O., Ozdemir G., Aydemir E.
  Energy Education Science and Technology Part A: Energy Science and Research, 30 (1), pp. 15-20, 2012.

• Development Of Flexible Work Flow Plan Editor In Faborg-Sim And Operations Scheduling On Gantt Charts
  Koruca H.I., Ozdemir G., Aydemir E., Cayirli M.
  The Journal of Fac. Eng. Arch. Gazi University, 25 (1), pp. 77-81, 2010.

• The Simulation-Based Performance Measurement in An Evaluation Module for Faborg-Sim Simulation Software
  Koruca H.I., Ozdemir G., Aydemir E., Cayirli M.
  Expert System with Applications, 37 (12), pp. 8211-8220, 2010.
  
  

• Effects of the Covid-19 Pandemic on Turkish Natural Stone Industry: A Grey Forecasting Model
  Ekincioğlu, G., Akbay, D., Aydemir E.
  Journal of Engineering Sciences and Design, 10 (2), pp. 520-531, 2022.

• A Financial Ratio Analysis on BIST Information and Technology Index (XUTEK) Using AHP-weighted Grey Relational Analysis
  Turhan, T. Aydemir E.
  Duzce University Journal of Science and Technology, 9 (6), pp. 195-209, 2021.

• Heterogeneous Fleet Green Vehicle Routing Problem with Simulated Annealing Method
  Sahin, Y., Karagul, K., Aydemir E.
  Duzce University Journal of Science and Technology, 9 (6), pp. 65-82, 2021.

• A Review on Object Detection and Tracking with Deep Learning Techniques
  Tan F. G., Yüksel A. S., Aydemir E., Ersoy M.
  European Journal of Science and Technology, 25, pp. 159-171, 2021.

• A new inventory model for re-production with imperfect items in recycling process
  Eroğlu R., Aydemir E.
  DEU Faculty of Engineering Journal of Science and Engineering, 23 (68), pp. 381-397, 2021.

• A New Inventory Model to Recovery Process with Rework
  Eroğlu R., Aydemir E.
  Journal of Engineering Sciences and Design, 8 (4), pp. 1086-1098, 2020.

• Building a New Business Model using Canvas Model: An Application of a Shopping Centre
  Aydın L., Demir H. B., Aydemir E., Bosgelmez G.
  SDU Visionary Journal, 11 (27), pp. 587-595, 2020.

• Solving a Periodic Capacitated Vehicle Routing Problem using Simulated Annealing Algorithm for a Manufacturing Company
  Aydemir E., Karagul K.
  Brazilian Journal of Operations & Production Management, 17 (1), pp. 1-13, 2020.

• An AHP-Weighted Grey Relational Analysis Method to Determine the Technical Characteristics’ Importance Levels of the Smartphone
  Sahin Y., Aydemir E.
  Eskişehir Osmangazi University Journal of Economics and Administrative Sciences, 14 (1), pp. 225-238, 2019.

• Determination of Emergency Assembly Points on Campus: A Case Study of Suleyman Demirel University
  Yalçiner Çal D., Aydemir E.
  Journal of Engineering Sciences and Design, 6 (3), pp. 520-531, 2018.

• New Research Directions to Inventory Routing Problems
  Kahraman O.U., Aydemir E.
  Journal of Engineering Sciences and Design, 5 (1), pp. 331-335, 2017.

• Using 2-Opt Based Evolution Strategy for Travelling Salesman Problem
  Karagul K., Aydemir E., Tokat S.
  An International Journal of Optimization and Control: Theories & Applications (IJOCTA), 6 (2), pp. 103-113, 2016.

• A New Algorithm to the Construction of the Initial Routes for the Capacitated Vehicle Routing Problem
  Karagul K., Tokat S., Aydemir E.
  Journal of Engineering Sciences and Design, 4 (3), pp. 215-226, 2016.

• Invetory Management and Extensions: A review of EPQ Models
  Aydemir E.
  Anadolu University Journal of Social Sciences, 15 (3), pp. 97-112, 2015.

• An EPQ model with imperfect items using interval grey numbers
  Aydemir E., Bedir F., Ozdemir G., Eroglu A.
  An International Journal of Optimization and Control: Theories & Applications (IJOCTA), 5 (1), pp. 21-32. 2015.

• Development of New Loan Payment Models with Piecewise Geometric Gradient Series
  Aydemir E., Eroglu R.
  Dokuz Eylul University Faculty of Economics and Administrative Sciences Journal, 29 (2), pp. 95-106, 2014.

• A Priority Rule based Production Scheduling Module on Faborg-Sim Simulation Tool
  Koruca H.I., Aydemir E.
  Gazi University Journal of Science, 27 (4), pp. 1143-1155, 2014.

• Early Strategic Guidance for Higher Vocational School Students using Support Vector Machines
  Tokat S., Karagul K., Aydemir E.
  International Journal on New Trends in Education and Their Implications (IJONTE), 5 (3), pp. 160-169, 2014.

• Improving of an Artificial Neural Networks Forecasting Model for Determining of the Number of Calls in 112 Emergency Call Center
  Aydemir E.Karaatlı, M., Yılmaz, G., Aksoy, S.
  Pamukkale University Journal of Engineering Sciences, 20 (5), pp. 145-149, 2014.

• Generalized Formulae for the Periodic Fixed and Geometric-Gradient Series Payment Models in a Skip Payment Loan with Rhythmic Skips
  Eroğlu A., Aydemir E., Sahin Y., Karagul N., Karagul K.
  Journal of Alanya Faculty of Business, 5 (3), pp. 87-93, 2013.

• Grey System Theory and Applications: A Literature Review
  Aydemir E., Bedir F., Ozdemir G.
  Suleyman Demirel University The Journal of Faculty of Economics and Administrative Sciences, 18 (3), pp. 187-200, 2013.

• Cargo Distribution Problems: A Case Study of Isparta City
  Karagul K., Aydemir E.
  Journal of Trends in the Development of Machinery and Associated Technology, 17(1), pp. 149-152, 2013.

• The Grey System Approaches for Demand Forecasting
  Aydemir E., Bedir F., Ozdemir G.
  Journal of Trends in the Development of Machinery and Associated Technology, 17(1), pp. 105-108, 2013.

• A Research on Simulation-based Personnel Planning and Organizational Restructure in Electricity Maintenance Unit at City of Isparta
  Koruca H.I., Aydemir E., Oktay A., Ugurlu N.
  Suleyman Demirel University Journal of Natural and Applied Sciences, 15 (3), pp. 218-223, 2011.

• Evaluation of Working Life Quality for a Textile Company in Turkey: A Case Study
  Koruca H. I., Stoswasser S., Ozdemir G., Orhan H., Aydemir E.
  Gazi University Journal of Science, 24 (1), pp 101-112, 2011.

• An Application of Single and Double Acceptance Sampling Plans for a Manufacturing System
  Aydemir E., Olgun M.O.
  Journal of Engineering Science and Design, 1 (2), pp. 65-71, 2010.

• Blockchain System Design for Supply Chain Management in Dairy Industry
  Atmaca, S., Aydemir E.
  Multifaceted Academic Perspective: Agriculture, Forestry and Engineering Sciences Research, Klaipeda: SRA Academic Publishing, Editor: Fatih Mehmet EMEN, ISBN: 978-625-6750-01-2, pp. 45-70, 2023.

• A Sailfish Optimization Algorithm based Feature Selection to Diagnose Heart Disease
  Yıldırım, M. O., Aydemir E.
  Current Debates on Natural and Engineering Sciences 11, BIDGE Publications, 1st Edition, ISBN: 978-625-6488-21-2, pp. 215-217, 2023.

• An Improved Deep Multi-Layered GMDH-Type Neural Network for Pharmaceutical Sales Forecasting
  Karagul, K., Tokat, S., Sahin Y., Aydemir E.
  Current Debates on Natural and Engineering Sciences 11, BIDGE Publications, 1st Edition, ISBN: 978-625-6488-21-2, pp. 136-149, 2023.

• A Cost Level Analysis for the Components of the Smartphones Using Greyness Based Quality Function Deployment
  Aydemir E. , Karagul, K., Sahin Y.,
  Emerging Studies and Applications of Grey Systems, Springer, Singapore, ISBN:978-981-19-3424-7, pp. 313-330, 2023.

• Shipment Consolidation Practice Using Matlog and Large-Scale Data Sets
  Kay, M.G., Karagul, K., Sahin Y., Aydemir E.
  Smart Applications with Advanced Machine Learning and Human-Centred Problem Design. ICAIAME 2021. Engineering Cyber-Physical Systems and Critical Infrastructures , Springer, Cham, ISBN:978-3-031-09753-9, pp. 701-717, 2023.

• Metaheuristics Approaches for the Travelling Salesman Problem on a Spherical Surface
  Sahin Y., Aydemir E., Karagul K., Tokat S., Oran B.
  Interdisciplinary Perspectives on Operations Management and Service Evaluation, IGI-Global, ISBN:978-1799-85-442-5, pp. 94-113, 2021.

• Simetrik Gezgin Satıcı Probleminin Sürü Zekası Optimizasyon Algoritmaları İle Çözümü [in Turkish]
  Sahin Y., Karagul K., Aydemir E.
  Iktisadi ve Idari Bilimlerde Güncel Arastırmalar, ISBN:978-9940-46-017-4, pp. 670-690, 2020.

• A Simulated Annealing Algorithm Based Solution Method for a Green Vehicle Routing Problem with Fuel Consumption
  Karagul K., Sahin Y., Aydemir E., Oral A.
  Lean and Green Supply Chain Management International Series in Operations Research & Management Science, Springer, Cham, 273, pp. 161-187, 2019.

• Bir İmalat Atölyesinde Simülasyon Destekli Organizasyon Yapılandırma: Uygulamalı Örnek [In Turkish]
  Aydemir E.
  Fabrika/Üretim Organizasyonlarının Yeniden Yapılandırılması ve Verimliliğin Artırılması Yoluyla Büyüme, Nobel Yayınevi, ISBN:978-605-395-201-5, pp. 165-184, 2009.