Selected Published Books

 | Last update: 2026/10/30 | 

Selected Published Books

•  Introduction to Production Planning

• Decision-Making Techniques

• Modern Methods in Production Management

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Research Projects

 | Last update: 2026/10/30 | 

Research Projects

• Measuring the Complexity in Supply Chains, issued by Iran University of Science and Technology, 2005 • Measuring the self organization level in manufacturing systems, issued by Iran University of Science and Technology, 2007 

• Using Lyapunov exponent to measure the bullwhip effect, issued by Iran University of Science and Technology, 2006 

•A measure for informational efficiency in organizations, issued by Iran University of Science and Technology, 2008 

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Selected Conference Attendance

 | Last update: 2026/10/30 | 

Selected Conference Attendance

1- Risk identification and analysis concurrently: group decision making approach, The 4th IEEE International Conference on Management of Innovation & Technology, Singapore, 2008 

2- Defining the weights of criteria by least square method with variable marginal rate of substitution,  ‍Computational Economics & Financial and Industrial System (CEFIS 2007), Istanbul, 2007 

3- An investigation on the multiple attribute decision making methods for solving the cell formation problem, IEEM 2007, Singapore, 2007 

4- A new approach for buffer sizing in critical chain scheduling, IEEM 2007, Singapore, 2007 

5- The transfer mechanism of operational complexity in supply chain, 5th WSEAS International conference on Non-Linear analysis, Non-Linear systems and chaos, Budapest, 2006   

 6- Managing supply chain inventories: one warehouse and multiple retailers' model, The Fourth International Conference of Industrial Engineering, Tehran,  

7-An extended efficient frontier method: A resource allocation application, The Fourth International Conference of Industrial Engineering, Tehran,    

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Selected Journal Papers

 | Last update: 2026/10/30 | 

Selected Journal Papers

1- F Saeedi, E Teimoury, A. Makoui, " Redesigning fruit and vegetable distribution network in Tehran using a city logistics model",  Decision Science Letters, 2019. 

2- Nasser Javid, Kaveh Khalili-Damghani, Ahmad Makoui, Farshid Abdi, "Multi-dimensional flexibility-complexity trade-off modeling in manufacturing systems: Structural equation modeling approach",  Kybernetes, 2018. 

3-Seyed Farzad Hoseini, Mohammad Mohammadpour Omran, Adolfo Crespo Márquez, Ahmad Makoui,  "Simultaneous optimisation of seaside operations in container terminals: a case study of the Iranian Rajaee port", International Journal of Shipping and Transport Logistics, 2018. 

4-Mohammad Fathian, Javid Jouzdani, Mehdi Heydari, Ahmad Makoui, "Location and transportation planning in supply chains under uncertainty and congestion by using an improved electromagnetism-like algorithm", Journal of Intelligent Manufacturing, 2018. 5-Mohammad Fathian, Javid Jouzdani, Mehdi Heydari, Ahmad Makoui,  "Location and transportation planning in supply chains under uncertainty and congestion by using an improved electromagnetism-like algorithm", Journal of Intelligent Manufacturing, 2018. 

6- AAhmad Makoui,  Rouzbeh Ghousi, Saeid Zhalefruzan, "A multi objective model for maximizing immunogenicity level of vaccination while minimizing cost and extra-immunization", Journal of Mathematical Modeling, 2018. 

7- Ali Ghavamifar, Ahmad Makoui,  Ata Allah Taleizadeh, "Designing a resilient competitive supply chain network under disruption risks: A real-world application", Transportation Research Part E: Logistics and Transportation Review, 2018. 

8- Sara Sadat Torkestani, Seyed Mohammad Seyedhosseini, Ahmad Makoui, Kamran Shahanaghi, " The Reliable Design of a Hierarchical Multi-Modes Transportation Hub Location Problems (HMMTHLP) Under Dynamic Network Disruption (DND)", Computers & Industrial Engineering, 2018. 

9- Kaveh Fahimi, Seyed Mohammad Seyedhosseini, Ahmad Makoui,  "Dynamic competitive supply chain network design with price dependent demand and Huff utility function", Iranian Journal of Management Studies, 2018. 

10- Mohsen Jalalimajidi, SM Seyedhosseini, Ahmad Makoui,  Masoud Babakhani, " Developing a comprehensive model for new energy replacement in the country’s development program using a robust optimization approach", Energy & Environment, 2018. 

11- Mohsen Jalalimajidi, SM Seyedhosseini, Masoud Babakhani, Ahmad Makoui, " Predicting the Coming Energy of IRAN Using Alternative Energy Planning Simulation", Industrial Engineering & Management Systems, 2018. 

12- R Ansari, A. Makoui, P Ghoddousi, "An algorithmic framework for improving the performance of the critical chain buffer sizing method", Scientia Iranica. Transaction A, Civil Engineering, 2018. 

13- Ali Kocak, MUZAFFER BOREKCI, B Zengin, "Period formula for RC frame buildings considering infill wall thickness and elasticity modulus", Scientia Iranica, 2018. 

14- Hamid Norouzi Nav, Mohammad Reza Jahed Motlagh, Ahmad Makoui,  "Modeling and analyzing the chaotic behavior in supply chain networks: a control theoretic approach", Journal of Industrial & Management Optimization, 2018. 

15- KAVEH FAHIMI, HOSSEINI SEYED MOHAMMAD SEYED, Ahmad Makoui,  "CENTRALIZED SUPPLY CHAIN NETWORK DESIGN: MONOPOLY, DUOPOLY, AND OLIGOPOLY COMPETITIONS UNDER UNCERTAINTY", JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), 2018. 

16- Hamed Farrokhi-Asl, Ahmad Makoui,  Armin Jabbarzadeh, Farnaz Barzinpour, "Solving a multi-objective sustainable waste collection problem considering a new collection network" , Operational Research, 2018. 

17- F Saeedi, E Teimoury, A. Makoui," Designing sustainable city logistics distribution network using a probabilistic bi-objective mathematical model", Uncertain Supply Chain Management, 2018. 

18- M Forozandeh, E Teimoury, A. Makoui, "A model for network design of supply chain management in research projects", Uncertain Supply Chain Management, 2018. 

19- Javid Jouzdani, Mohammad Fathian, Ahmad Makoui,  Mehdi Heydari, "Robust design and planning for a multi-mode multi-product supply network: a dairy industry case study", Operational Research, 2018. 

20- MR Sharifighazvini, VR Ghezavati, S Raissi, A. Makoui, "INTEGRATION OF A NEW MCDM APPROACH BASED ON THE DEA, FANP WITH MONLP FOR EFFICIENCY-RISK ASSESSMENT TO OPTIMIZE PROJECT PORTFOLIO BY BRANCH AND BOUND: A REAL CASE-STUDY", Economic Computation & Economic Cybernetics Studies & Research, 2018.

21- Ahmad Makoui,  P Zadeh, Morteza Bagherpour, Armin Jabbarzadeh, "A structural equation modeling approach to examine the relationship between complexity factors of a project and the merits of project manager", Journal of Project Management, 2018. 

22- M Dizaji, M Mazdeh, Ahmad Makoui, "Performance evaluation and ranking of direct sales stores using BSC approach and fuzzy multiple attribute decision-making methods", Decision Science Letters, 2018.

23- A methodology for analyzing decision networks based on information theory / European Journal of Operational Research / Vol 202 / 2010 / ISI
24- Modeling optimizes casing points in Persian gulf wells Oil & Gas Journal / Vol 107 / No 1 2009 / ISI
25- A new heuristic method for distribution networks considering service level constraint and coverage radius Expert Systems with Applications / Vol 36 /2009 / ISI
26- A novel approach to determine cell formation, intracellular machine layout and cell layout in the CMS problem based on TOPSIS method / Computers and Operations Research / Vol 36 / 2009 / ISI
27-The bullwhip effect and Lyapunov exponent Applied Mathematics and computations / Vol 189 / 2007 / ISI
28- An efficient algorithm for solving a new mathematical model for a quay crane scheduling problem in container ports / Computers and Industrial Engineering / Vol 56 / 2009 / ISI
29-Extension of fuzzy TOPSIS method based on interval-valued fuzzy sets / Applied Soft Computing Journal / Vol 9 / 2009 / ISI
30-Linear programming embedded particle swarm optimization for solving an extended model of dynamic virtual cellular manufacturing systems JOURNAL OF APPLIED RESEARCH AND TECHNOLOGY / 2009 / ISI
31-Project risk identification and assessment simultaneously using multi-attribute group decision making technique / Safety Science / 2010 / ISI
32-A Compromise Solution Approach for Finding Common Weights in DEA: An Improvement to Kao and Hung's Approach Journal of Operational Research Society / No 61 / 2010 ISI

33- Strategic and Tactical Design of Competing Decentralized Supply Chain Networks with Risk-Averse Participants for Markets with Uncertain Demand Mathematical Problems in Engineering 2011 ISI
34-  Systematic Approach to Calculate Risk and Reliability in Uncertainty Expert Systems with Applications 2011 ISI
35-  A fuzzy programming approach for dynamic virtual hub location problem Applied Mathematical Modelling 2011 ISI
36- An interactive robust data envelopment analysis model for determining Expert Systems with Applications 2011 ISI
37- A robust model for a leader-follower competitive facility location problem in a discrete space Applied Mathematical Modelling 2011 ISI
38- Risk-based Reliability Assessment under Epistemic Uncertainty /Journal of Loss Prevention in the Process Industries 2011 ISI
39- Operational and non-operational Operational and non-operational performance evaluation of thermal power plants Energy 2011 ISI
40- Emergency response network design for hazardous materials transportation with uncertain demand International /Journal of Industrial Engineering Computations 3 2012 ISC
41- Solving an one-dimensional cutting stock problem by simulated annealing and tabu search /Journal of industrial engineering international 8 24 2012 ISC
42- An Approach for Accident Forecasting Using Fuzzy Logic Rules: A Case Mining of Lift Truck Accident Forecasting in One of the Iranian Car Manufacturers /International Journal of Industrial Engineering & Production Research 1 23 2012 ISC
43- Designing a distribution network with uncertainty demands and costs / African Journal of Business Management 6 77- An empirical study for ranking insurance firms using a hybrid of data envelopment analysis and neural network Management Science Letters 2 2012 ISC
44- A simple approach to the two-dimensional guillotine cutting stock problem /Journal of industrial engineering international 2012 ISC
45- Supply Chains Competition under Uncertainty Concerning Player’s Strategies and Customer Choice Behavior:A Generalized Nash Game Approach Mathematical Problems in Engineering 2012 ISI
46- Modeling and solving the bi-objective capacitated location-routing problem with probabilistic travel times Int J Adv Manuf Technol 2012 ISI

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Employment

 | Last update: 2026/10/30 | 

Employment

•  Faculty Member of Industrial Engineering , Iran University of Science and Technology, since 2004

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Curriculum Vitae- Dr. Ahmad Makui

 | Last update: 2026/10/30 | 

 

”Dr. Ahmad Makui“

  Professor

 Industrial Engineering Group

Email: amakuiiust.ac.ir  

Phone: (+98) 21-73225004 

 

  ORCID ID: 0000-0001-6249-530x

AWT IMAGEEducational BackgroundAWT IMAGE

Education

•  Ph.D., in Industrial Engineering, Iran University of Science and Technology (IUST), 1994
•  M.Sc.,in Industrial Engineering,
Iran University of Science and Technology (IUST), 1991
•  B.Sc., in Industrial Engineering,
Iran University of Science and Technology (IUST), 1985

Research Interests

• Production Planning

• Supply Chains

• Multi-Criteria Decision-Making

• Decision-Making Under Uncertainty

• Complexity in Production Systems

• Complexity in Supply Chains

• Competitive Environments

Teaching Experiences

School of Industrial Engineering, Iran University of Science and Technology (IUST)
Operations Research I/ Operations Research II/ Decision Analysis/ Decision Models/ Multi-Criteria Decision Making (MCDM)/ Decision-Making Models and Techniques/ Production Planning/ School of Civil Engineering, Iran University of Science and Technology (IUST)/ Operations Research/ Industrial Management Institute (IMI), Iran/ Statistics for Managers/ Operations Research/ Advanced Production Planning

AWT IMAGEResearch and Executive ExperienceAWT IMAGE

AWT IMAGE  Employment  

AWT IMAGE Selected Journal Papers

AWT IMAGE Selected Conference Attendance

AWT IMAGE Research Projects

AWT IMAGE Selected Published Books

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