Brief CV
PhD in Industrial engineering; Iran University of Science and Technology (IUST).
Associate professor; Department of Industrial Engineering, Faculty of Engineering, Kharazmi University.
Hamidreza Izadbakhsh has a PhD in Industrial Engineering, graduated in 2013 from Iran University of Science and Technology. He received his MSc degree in Industrial Engineering from Tehran University in 2005. He holds a BSc degree in Applied Mathematics in Computer Science from Amirkabir University in 2003.
He began his scientific experience in 2013 as a faculty member in Kharazmi University. Now he is an associate professor of Industrial Engineering Department.
His education and research areas include computer simulation (Discrete-Event Simulation, System Dynamics and Agent Modeling), and Machine Learning.
He published more than 10 books, 40 journal papers and 50 conference papers. Several projects have been completed by Dr. Izadbakhsh. He managed various workshops on Simulation, Performance Assessment, and Quality Engineering.
His scholar link is https://scholar.google.com/citations?user=7Tuoz1IAAAAJ&hl=en
Associate professor; Department of Industrial Engineering, Faculty of Engineering, Kharazmi University.
Hamidreza Izadbakhsh has a PhD in Industrial Engineering, graduated in 2013 from Iran University of Science and Technology. He received his MSc degree in Industrial Engineering from Tehran University in 2005. He holds a BSc degree in Applied Mathematics in Computer Science from Amirkabir University in 2003.
He began his scientific experience in 2013 as a faculty member in Kharazmi University. Now he is an associate professor of Industrial Engineering Department.
His education and research areas include computer simulation (Discrete-Event Simulation, System Dynamics and Agent Modeling), and Machine Learning.
He published more than 10 books, 40 journal papers and 50 conference papers. Several projects have been completed by Dr. Izadbakhsh. He managed various workshops on Simulation, Performance Assessment, and Quality Engineering.
His scholar link is https://scholar.google.com/citations?user=7Tuoz1IAAAAJ&hl=en
Educational records
#
Course
University
City
Country
Graduation Date
Total mean
1
B.Sc.
Amirkabir University
Tehran
Iran
1381
2
M.Sc.
Tehran University
Tehran
Iran
1383
3
Ph.D.
Iran University of Science and Technology
Tehran
Iran
1391
Languages
#
Language
Translation Skill
Dialogue Skill
1
English
good
good
Research interests
#
Title
Start date
1
Simulation
2
Artificial Intelligence
Research projects
#
Project Titles
Executers
Supportive Organization
Place of Execution
Project Situation
Completion Date
1
Designing a macro system for empowering the insured
Nasim Ghanbar Tehani, Hamidreza Izadbakhsh
Iran Health Insurance Organization
Tehran
Completed
-
2
A computer model for determining the capacity of ISACO centers
Hamidreza Izadbakhsh, Hamed Davari, and Nasim Ghanbar Tehrani
ISACO
Tehran
Completed
-
3
Investigating the effect of the liability gap on Social Security crises
Hamidreza Izadbakhsh
Iranian Social Security Organization
Tehran
Completed
-
Theses supervised
#
Title
Persons
1
Planning a municipal solid Waste Management System for the Development of Waste-to-Energy Systems with a hybrid System Dynamics-Mathematical programming Approach
R. Hosseynalizadeh
2
Developing a new model to distribute financial resources between suppliers in a single produce supply chain
A. EilbeygiNejad
3
Diagnosis and improvement of bottleneck elements in the internal logistics process of drug distribution through discrete simulation technique.
M. Ghanoon
4
Modeling factors affecting the stock market with system dynamics and fuzzy logic
Sh. Bagheri
5
Simulation and optimization of copper - free brake pad
M. J. Tanha
6
Designing business model for organizing economic activities
M. Fallahi
7
Evaluate small and medium-sized enterprises to enter Industry 4.0
F. EmamiSaleh
8
Presentation of performance evaluation model for Kharazmi university based on the ISC ranking system using DEA method: a case study
Sh. Sobhani
9
Review of information sharing on performance assessment and improvement in a supply chain using SFA and SCOR models in uncertaint environment
D. Mohammadi
10
A Quantitative Assessment of Factors Affecting Human Errors Using System Dynamics and Fuzzy logic
E. Yaghoubi
11
Postal traffic absorption modeling and analyzing effects of implementation of various policies by system dynamics approach
F. Goodarzi
12
forecasting postal traffic generation with pestel and system dynamics
Sh. Mohammadi
13
Modelling and solving a multi-objective marine bunkering supply chain
R. Vazirir
14
Hybrid Model for Hub-Location Allocation in Postal Service Using Agent Based Modeling and System Dynamics, Iran postal Office, Case Study
A. Pirmani
15
Estimating Sustainable Urban Transportation Demand and Analyzing and review the Policies by System Dynamics based simulation model
P. Norouzian
16
Providing a model for effect of Knowledge Management factors to the resilience economy in the banks: a case study of Ansar Bank
P. Daliri
17
Modeling and simulation of multi-echelon inventory system under the stochastic demand
Z. Ghaemi
18
Insurance portfolio management based on assessing the effectiveness of insurance fields using data envelopment analysis, multi-attribute decision making and mathematical programming: the case of Saman insurance corporation
F. Ebrahimi
19
Application of Agent-Based Modeling to Analyze and ImproveServices Supply Chain
N. Mehrpouya
20
Actuarial Study and Design of a Dynamical System Simulation Model
F. Etemadian
21
Modeling a single machine economic production quantity problem under the quality policies within capacity, budget and customer satisfaction constraints.
R. Asgari
22
Modeling the inspection errors in an Economic Production Quantity problem with multi-item and random scenario approach.
A. Amjadi
23
Designing and Simulating a Service Supply Chain by Hybrid System Dynamics and Agent Base method: MapsaHR .co Case Study
A. Shariati
24
Development of methods for monitoring image data with the statistical approach
D. Eslami
25
Modeling a Single-Period Manufacture Problem with Uncertain Random Demand and Random Yield by Using Simulation Approach
N. Pirfallah
26
Simulation-based Optimization for Transport Management Inside the Factory (Sarcheshmeh Copper Smelting Plant)
P. Shayanimehr
27
Presentation of Insurance Strategy Model for Transportation Insurance Using Balanced Scorecard Approach and System Dynamics,Casestudy:Moallem `s Insurance
N. Hajilou
28
Designing a Strategy Map Combining a Balanced Scorecard (BSC) and a Fuzzy Cognitive Map (FCM)(Case Study: Gas Turbine Institute)
M. Khaleghi
29
Developing A Method for Documents Recommender Systems
B. Rasouli
30
Hub Location Allocation Problem in Postal Network Problem using Simulation and NSGA-II
F. Abbasi
31
A model for evaluating the performance of homogeneous faculties based on their sites information in uncertain environments
E. Karami
32
Modeling of Municipal Solid Waste Management System for Selection of Appropriate Waste Disposal Systems with Hybrid System Dynamics - Mathematical programming
R. Hosseynalizadeh
33
Determining optimal four echelon supply chain management policies in a dynamic environment using the reinforcement learning approach
Gh. Oroumieyeh
34
Risk modeling of cross dock to reduce the logistic costs ( Case study Pars Khodro Co).
M. Shafe e
35
A review of system dynamics models applied in transportation(a computational study)
M. Mansouri
36
A Feasibility Model for Cargo Logistic in Oil, Gas and Petrochemical Industries using Fuzzy MADM methods
K. Vazirizadeh
37
Design a job referral system in Construction Engineering Organization
S. HasanBeygi
38
Fuzzy dynamic model for a closed-loop supply chain and grow demand with increased of customer satisfaction
F. Mahdizadeh
39
Integrating ABC analysis and rough set theory to control the distributor's inventories in supply chain management of automotive spare parts
M. Mahdizadeh
40
asset - liability management in the social security fund by system approach in fuzzy environment
A. Soleymanzadeh
41
Data envelopment analysis and neural network approach for evaluating the performance of organizational processes (Case Study : Kharazmi University course selection process)
M. Keshtkar
42
Enhancing DEA Method Based on Statistical Process Control Methods
F. Ram
43
Development of a modle for efficiency evaluating of TJA project mathematical and statistical approach.
K. NogrehPour
44
Developing a DEA Model to Enhance the Future Oriented Productivity of Health Services
Sh. Tabasian
45
Drug supply chain management design for hospitals under uncertainty
A. Parsaeiyan
46
The impact of knowledge management on increasing labor productivity of oil and gas and petrochemical engineering consulting firms.
F. RazmAzma
47
Simulating and improving the financial health system to increase effectiveness for insureds
V. Upsefinejad
48
Predicting the stock market with machine learning methods, deep learning and econometric methods and comparing them
شهربانو باقری
49
Supplier assessment model by a hybrid fuzzy Multimoora and game theory method with a practical case in energy segment
زهرا موسوی غریبدوستی
50
Statistical Monitoring of Audio Signals using Control Charts
امیرحسین بخشایشی
51
Provide a model for measuring and improving the buying process
رضا حاجی قاسمی
52
Development of an optimization model in the blood supply chain with a stochastic programming approach
محسن جامی
53
identification and Prioritization of Factors Affecting the Adoption of Block chain Technology under uncertainty in the Sustainable Supply Chain applying FBWM case study :drug Industry
مهدی سالک
54
Designing a content-based recommendation system for Persian scientific documents
زهرا فرضعلی زاده
55
Design and development of a model for distributing financial resources to suppliers in a single producer chain with increasing resilience
فروغ سادات نهاردانی
56
Applying Data Mining Techniques to Predict and Improve Product Development Time / Case Mining: NES
بهنام فرهادکیائی
Theses advised
#
Title
Persons
1
Designing a multi-level closed-loop supply chain with destruction and recycling options and aiming reduction costs
M. Entezari
2
Identifying the factors affecting the success of implementing knowledge management and presenting the pattern of relationships between them with the system dynamics approach (Case study: Parang Novin Giti Company)
A. Vofouri
3
Provide A New Way in Auditing Products Quality Based On RATER Using The Dempster - Shafer Theory
F. Berahmand
4
Presenting a model for monitoring and evaluating the performance of the environmental health system
H. Hadipour
5
Model based on data envelopment analysis for merchants credit ranking in big data
M. Fasanghari
6
Modelling and Simulation of risk In Closed Loop Supply Chain Network With System Dynamics Approach
M. Faramarzi
7
Identification & modeling of effective mechanisms of empowerment in health care; system dynamics (sd) approach
H. Khosravi
8
Modeling and solving the home health care routing and scheduling problem under uncertainty considering patients' preferences and service desirability
A. Hosseynpour
9
Review and rank the factors affecting the green supply chain management using multi-criteria decision-making methods and QFD case study approach (chloran company Semnan Province)
M. Ghoushe
10
Developing conceptual performance model for callers empowerment: Case study Iran Health Insurance Organization
S. Soltani
11
(SCOR based) Supply chain entities’ cost structure and qualitative comparative performance evaluation employing DEA in Solico Group food industry
M. Taghipour
12
A model for improving the quality of software products based on SERVQUAL model
A. Heydari
13
A Mathematical Model for Performance Evaluation of Construction Projects for rewards
As. Nazari
14
Modeling a comprehensive reverse green multi-objective supply chain problem considering shortage and facilities location under uncertainty
J. Ghahramani
15
Design Conceptual model of risk management in health insurance using simulation models.
S. Ataepour
16
Identification & modeling of effective mechanisms of empowerment in health care; system dynamics (sd) approach
حامد خسروی
17
Providing a model for changing Corporate Social Responsibility(CSR) strategy during the Covid-19 Pandemic in Islamic Republic of Iran
محراب نجعی نژاد
18
Monitoring of univariate simple linear profiles in the presence of within profile ARMA autocorrelation and change point detection.
هومن فخیمی کاظمی
19
An intelligent model for evaluating suppliers in the supply chain using machine learning models: Case study of Iran Khodro company
علی مرادی
20
portfolio management by reinforcement learning and financial time series forecasting
فرنوش دنیامعلی نیا
21
The optimal dedication of ordering policy to group B items of ABC analysis Regarding Fixed order size, Fixed order interval and Base stock.
علی محرمیان
Courses
#
Course title
Description
Headlines
Date
Notes
File
1
Advanced topics in systems optimization
A variety of modeling methods in simulation and their solving techniques
1- Agent-based simulation
2- System dynamics
3- Discrete event simulation
4- Heuristic and metaheuristic methods
5- Machine learning methods
6- Self-reinforcing learning
7- Using AnyLogic, Python and NetLogo
Ph.D.
2
System Dynamics
Understand systemic thinking and implementation in practice
1- Systemic thinking
2- Basic behaviors and their structure
3- Modeling CLD
4- SFD modeling
5- Equations modeling
6- Validation
7- Applications
8- Doing a group work
M.S.
3
Research methods and Presentation
Conduct a Research
1- How to define the problem
2- Reviewing the literature
3- How to write a report
4- Proposal writing tips
5- Thesis writing tips
6- Tips for writing articles
7- Internet search
M.S.
4
Principles of simulation
It is an important course for industrial engineering students. Learn how to generate random values and use them to mode
1- Introduction to simulation (definitions, types, capabilities-limitations and implementation methodology)
2- Event-Discrete Simulation (Concepts and Topics)
3- Simulation examples (queue, inventory, unknown distributions, quality control)
4-Random numbers and random values (methods)
5- Modeling inputs
6- Output analysis
7- Programming and simulation -Applied software in simulation
B.A.
Published books
#
Title
Author(s)
Publisher
Publish Date
1
introduaction to simulation modeling with Anylogic
Hamidreza Izadbakhsh et al.
Kharazmi University
2
Insured Empowerment: An Approach for Iran Health System
HamidReza Izadbakhsh et al.
Kharazmi University
Published articles
#
Paper title
Writer
Magazine title
Publish year
Publish type
Article type
1
Credit Rating of Commercial Companies Using Data Envelopment Analysis DEA) Model: A Case Study of Iranian Active Commercial Companies in Import
Mehdi Fesanghari, Mariam Ameli, Hamidreza Izadbakhsh
International Journal of Supply and Operations Management
2024
Full Text
2
Developing an integrated blood supply chain network in disaster conditions considering multi-purpose capabilities
Mohsen Jami, Hamidreza Izadbakhsh, Alireza Arshadi khamse
Journal of Modelling in Management
2024
Full Text
3
Monitoring of simple linear profiles and change point estimation in the presence of within-profile ARMA autocorrelation
Hooman Fakhimi Kazemi, Orod Ahmadi, Hamidreza Izadbakhsh
journal of quality engineering and production optimization
2023
Full Text
4
R-number Cognitive Map Method for Modeling Problems in Uncertainty and Risky Environment
Mostafa Izadi, Noorossana Rassoul, Hamidreza Izadbakhsh, Saber Saati, Mohammad Khalilzadeh
International Journal of Fuzzy Systems
2022
Full Text
5
Planning for energy production from municipal solid waste: An optimal technology mix via a hybrid closed-loop system dynamics-optimization approach
Ramin Hosseinalizadeh, Hamed Shakouri G., Hamidreza Izadbakhsh
EXPERT SYSTEMS WITH APPLICATIONS
2022
Full Text
6
Statistical modeling and monitoring of image data in the presence of temporal and spatial correlations
Dariush Eslami, Hamidreza Izadbakhsh, Orod Ahmadi, Marzieh Zarinbal
Scientia Iranica
2022
Full Text
7
Performance Monitoring over Time by Data Envelopment Analysis and Statistical Control Charts (A Real Maintenance Unit as Case Study
Hamidreza Izadbakhsh, Samaneh Razmjoee, , Ali Moradi
international journal of data envelopment analysis
2022
Full Text
8
Home Health Care Routing and Scheduling Problem under Uncertainty Considering Patient Preferences and Service Desirability
Amir Hosseinpour Sarkarizi, Hamed Davari Ardakani, Hamidreza Izadbakhsh
Scientia Iranica
2022
Full Text
9
Automatic dimensional defect detection for glass vials based on machine vision: A heuristic segmentation method
Milad Eshkevari, Mustafa Jahangoshai Rezaee, Marzieh Zarinbal, Hamidreza Izadbakhsh
Journal of Manufacturing Processes
2021
Full Text
Original Article
10
Statistical monitoring of image data using multi-channel functional principal component analysis
Dariush Eslami vezmelaie, Hamidreza Izadbakhsh, Orod Ahmadi, Marzieh Zarinbal
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
2021
Full Text
Original Article
11
Spatial-nonparametric regression: an approach for monitoring image data
Dariush Eslami vezmelaie, Hamidreza Izadbakhsh, Orod Ahmadi, Marzieh Zarinbal
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
2021
Full Text
Original Article
12
z-cognitive map- an integrated cognitive maps and z-numbers approach under cognitive maps
Mostafa Izadi, Rasoul Noorossana, Hamidreza Izadbakhsh, Saber Saati, Khalilzadeh Mohammad
journal of system management
2020
Full Text
Original Article
13
An integrated approach to system dynamics and data envelopment analysis for determining efficient policies and forecasting travel demand in an urban transport system
Pegah Norouzian-Maleki, Hamidreza Izadbakhsh, Morteza Saberi, Omar Hussain, Mustafa Jahangoshai Rezaee, Nasim Ghanbar tehrani
Transportation Letters-The International Journal of Transportation Research
2020
Full Text
Original Article
14
Forecasting and making policies for Postal Services: system dynamics approach (Iran Post Company as a case study)
Hamidreza Izadbakhsh, Hamidreza Izadbakhsh, Salman Shahvali, Ramin Hosseinalizadeh, Fariba ZadehLabaf
Scientia Iranica
2020
Full Text
Original Article
15
A planning model for using municipal solid waste management technologies- considering Energy, Economic, and Environmental Impacts in Tehran-Iran
Ramin Hosseinalizadeh, Hamidreza Izadbakhsh, Hamed Shakouri G.
Sustainable Cities and Society
2020
Full Text
Original Article
16
A new reliable performance evaluation model: IFB-IER-DEA
Shiva Moslemi, Hamidreza Izadbakhsh, Marzieh Zarinbal
OPSEARCH
2019
Full Text
Original Article
17
Road map for progress and attractiveness of Iranian hospitals by integrating self-organizing map and context-dependent DEA
Mustafa Jahangoshai Rezaee, Abuzar Karimdad, Hamidreza Izadbakhsh
Health Care Management Science
2019
Full Text
Original Article
18
Monitoring Multinomial Logistic Profiles in Phase I Using Log-Linear Models
Hamidreza Izadbakhsh, Rassul Noorossana, Taghi Niaki
International Journal of Quality and Reliability Management
2018
Full Text
Original Article
19
Integrating Fuzzy Inference System, Image Processing and Quality Control to Detect Defects and Classify Quality Level of Copper Rods
Mohammad Mehdi Dehdar, Mustafa Jahangoshai Rezaee, Marzieh Zarinbal, Hamidreza Izadbakhsh
International Journal of Industrial Engineering and Productional Research-
2018
Full Text
Original Article
20
The Effect of Information Sharing on the Assessment of Supply Chain Performance in Uncertain Conditions
Daryosh Mohamadi, Hamidreza Izadbakhsh, Seyed Morteza Hatefi
International Journal of Information and Communication Technology Research (IJICT
2018
Full Text
Original Article
21
Evaluation of Customer Knowledge Management component to enhance employee motivation (case study MehrEghtesad Bank)
Mehdi Setayesh, Nasim Ghanbar tehrani, Hamidreza Izadbakhsh
INTERNATIONAL JOURNAL OF TECHNOLOGY AND DESIGN EDUCATION
2015
Full Text
Original Article
22
Presenting the usage of Customer Knowledge management as an applicable pattern for promoting employee s motivation (case study MehrEghtesad bank)
Nasim Ghanbar tehrani, Hamidreza Izadbakhsh, Mehdi Setayesh
International Journal of Social Sciences and Humanities Research
2015
Full Text
Original Article
23
An improvement approach based on DEA-game theory for comparison of operational and spatial efficiencies in urban transportation systems
Mustafa Jahangoshai Rezaee, Hamidreza Izadbakhsh, Samuel Yousefi
KSCE Journal of Civil Engineering
2015
Full Text
Original Article
24
Supply Chain Network Performance Measurement and Improvement Using DEA and SCOR Models in Dynamic Conditions
Hamidreza Izadbakhsh, Daryosh Mohamadi, Seyed Morteza Hatefi, Mohammad Yavari Yavari, Mohsen Khalili Samani
Advances in Industrial Engineering
Full Text
Presented articles
#
Title
Writer
Conference
Date
Presentation type
1
A Comprehensive system dynamics model for air pollution management in metropolitans
Hamidreza Izadbakhsh
International System Dynamics Conference - Norway
1403/07/29
Oral