Taha-hossein Hejazi - Amirkabir University of Technology

Educational Records

#

Degree/Major

University

City

Country

Graduation Date

1

Ph.D./ Industrial Eng.

Tehran Polytechnic

Tehran

Iran

2014

Research Interests

#

Title

Start date

1

Multivariate Data Analysis

2

Applied operational research

3

Quality and Reliability engineering

4

System simulation

5

Nondeterministic models

Supervised MSc Theses

#

Thesis title

By

Date

1

Using Machine Learning Methods to Predict Forest Survival and Growth

MOHAMMAD ZAFERANI

2024 Oct

2

A chance-constrained optimization model to solve the closed-loop supply chain network design problem with random disruptions in supplier and production

MEHRDAD ESMIKHANI

2024 Sep

3

Joint optimization of production and multi-level maintenance plans by reinforcement learning and reliability considerations

MEARAJ SHAEBANZADEH TARI

2024 Sep

4

Identifying effective factors and measuring their impact on peoples willingness to use shared and demand-responsive systems in urban transportation

FATEMEH BAVILEH & MOHSEN AKBARPOUR SHIRAZI
Other Supervisor:

2024 Sep

5

Improving Dark Experience Replay for Effective Online Continual Learning

ELHAM KHEDRI & Adel Mohammadpour
Other Supervisor:

2024 Jul

6

a reliable and flexible supply chain network design model with a probabilistic demand

ELNAZ AMERI

2024 Feb

7

A distributionally robust optimization approach for unmanned aerial vehicles routing considering stochastic fuel consumption and possibility of unavailability.

MOHADDESEH MOHAMMADI

2023 Jul

8

Closed loop supply chain design considering nondeterministic dynamic demand and production quality

PARISA CHESHMEH

2023 Mar

9

A learning-based solution approach for application placement problems in mobile edge computing under uncertainty

ZAHRA GHADIMKHANI

2023 Mar

10

adjustable robust location - routig model drone delivery system

GHAZAL HAGHVERDY ZADE & SEYED MOHAMMAD JAVAD MIRZAPOUR ALEHASHEM
Other Supervisor:

2023 Feb

11

Robust parametr design for correlated dynamic quality characteristics

POOYA NAEEMI

2022 Oct

12

Robuts parameters of categorical responses considering implementation error

MILAD ZAMANI
Other Supervisor: MAJID AMIN NAYERI

2022 Oct

13

Closed loop supply chain design under uncertainty and disruption conditions

HURIE DEZHAHANG
Other Supervisor: MIRMEHDI SEYED ESFAHANI

2022 Oct

14

A multi_ period stochastic programming model for network design of relief supply chains focusing on resource management

SHAGHAYEGH NOURI

2022 Oct

15

Closed-Loop Supply Chain Network Design of Perishable Goods : A scenario-based multi-stage stochastic programming approach

DONYA RAMEZANI
Other Supervisor: MIRMEHDI SEYED ESFAHANI

2022 Jul

16

Classification using Machine learning- based brain images analysis for early Diagnosis of Alzheimers disease

AREZOO BORJI
Other Supervisor: ABBAS SEIFI

2022 Jun

17

reliability based design of a multi period supply chain network under uncertainty

ALIREZA HOMAYOUNMEHR

2021 Mar

18

An statistical approach to apply multiple response surface methodology for simutaneous improvement of quality characteristics

BEHROOZ ASGHARI
Other Supervisor: ABBAS AHMADI

2020 Mar

19

Proposing a novel kernellized and fuzzy type 2 approach for lung CT image segmentation

PEGAH SAADATI & ABBAS AHMADI
Other Supervisor:

2020 Mar

20

Last-mile delivery planning based on the next-basket prediction

ALI LAL HAGHANI

2026 Jun

21

An Efficient Method of Finding Best Features Affecting Classification of Alzheimer's Disease Patients by Machine Learning Algorithms

MEHRAB RAMEZANIFAR

2025 Jan

Books

#

Title

Author(s)

Publisher country

publication date

version

1

Six Sigma Case Studies with Minitab

T. Hejazi, Shahin Behboodi

Iran

1

2

Reliability Assessment and Optimization of Complex Systems/ Chapter 3: Optimal design of accelerated life tests under multiple correlated covariates for reliability optimization

T. Hejazi, Fahimeh Kargar Haghighi, Hamed Baziyad

Netherlands

1

3

Reliability Assessment and Optimization of Complex Systems/ Chapter 4: Joint optimization of cost and reliability indices in complex systems through maintenance scheduling and human resource allocation: A mixed approach of cellular automata and discrete-event simulation

T. Hejazi, Amir-abbas Barzanooni

Netherlands

1

4

Industry 4.0 Driven Manufacturing Technologies/ A Cost-Minimization Approach to Production and Maintenance Planning Considering Imperfect Repairs and Human Resource Constraints

T. Hejazi, D. Ramezani, Ali Golestanian

Switzerland

1

5

Handbook of Intelligent and Sustainable Manufacturing: Tools, Principles, and Strategies// Chapter 7: Service Quality Improvement Using Fuzzy Inference Systems and Genetic Algorithm

Minoo Zarghami, T. Hejazi

Britain

1

6

Mathematics in Engineering Sciences: Novel Theories, Technologies, and Applications/Distance-Based Function Approach for Optimal Design of Engineering Processes with Multiple Quality Characteristics

T. Hejazi, S. Behboudi, Hamed Baziad

USA

1

7

Mathematics Applied to Engineering and Management/Simulation Optimization Approach for Cost Reduction in Multi-echelon Inventory Systems Considering Cooperation among Retailers

T. Hejazi, Afroz Farhadi, Bahare Hekmatnia

USA

1

8

An elementary introduction to queueing systems

M. Seyed Esfahani, T. Hejazi

Iran

1

9

Theory and Application of Reliability in System Design

M. Seyed Esfahani, T. Hejazi

Iran

2

10

Theory and Application of Reliability in System Design

M. Seyed Esfahani, T. Hejazi

Iran

1

Journal Papers

1

Hadi Gholizadeh, Amirabbas Pasha, T. Hejazi, Hamed Jahani, "Reconfigurable and Resilient Closed-Loop Supply Chain Design: A Simulation-Optimization Approach", Global Journal of Flexible Systems Management, 2024 Dec vol. 1, no. 1, pp.1-30, 2024.

2

Javad Kamali, Shahram Mahmoudi Haris, Mohammadreza Omidkhah Nasrin, T. Hejazi, "Determining the priority of tanks overhaul by combining quantitative risk assessment method and multi-criteria decision making techniques", , 2024 Nov vol. 43, no. 4, pp.229-240, 2024.

3

A. Borji, T. Hejazi, A. Seifi, "Introducing an ensemble method for the early detection of Alzheimers disease through the analysis of PET scan images", International Journal of Research In Industrial Engineering, 2024 Oct vol. 14, no. 1, pp.65-85, 2024.

4

S.M.J. Mirzapour Alehashem, T. Hejazi, G. Haghverdy Zade, M. Shidpour, "Optimizing last-mile delivery services: a robust truck-drone cooperation model and hybrid metaheuristic algorithm", Annals of Operations Research, 2024 Jul vol. 1, no. 1, pp.1-31, 2024.

5

T. Hejazi, M. Seyed Esfahani, H. Dezhahang, D. Ramezani, "Designing a Closed Loop Supply Chain Under Conditions of Uncertainty and Partial Disruptions", Journal of Applied Research On Industrial Engineering, 2024 Apr vol. 1, no. 1, pp.1-30, 2024.

6

Fatemeh Barzamini, Amin Bagheri, Reza Saeidi, T. Hejazi, Shokoohosaddat Khaloo, "Forecasting the effluent COD of refinery wastewater treatment plant using artificial intelligence", , 2023 Sep vol. 11, no. 3, pp.19-30, 2023.

7

T. Hejazi, "Optimization of degree of conformance for multi-response systems considering model imprecision: A data-driven metaheuristic approach", Quality and Reliability Engineering International, 2023 Sep vol. 1, no. 1, pp.1-20, 2023.

8

T. Hejazi, Bahareh Hekmatnia, Mehrdad Soltanzadeh, "A novel approach for planning imperfect preventive maintenance in manufacturing systems by a simulation-optimization approach", Journal of Systems Thinking In Practice, 2023 Aug vol. 2, no. 3, pp.1-20, 2023.

9

T. Hejazi, S. Behboudi, Fatemeh Abbaszadeh, "Project portfolio selection to improve safety in the construction industry under fuzzy environments", Journal of Industrial Engineering and Management Studies, 2023 Aug vol. 10, no. 1, pp.169-180, 2023.

10

A. Borji, A. Seifi, T. Hejazi, "An efficient method for detection of Alzheimer's disease using high-dimensional PET scan images", Intelligent Decision Technologies, 2023 Jul vol. 1, no. 1, pp.1-21, 2023.

11

B. Asghari, T. Hejazi, A. Ahmadi, "Modifications of generalized response surface methodology for constrained stochastic optimization problems", Communications In Statistics-Simulation and Computation, 2023 Jul vol. 1, no. 1, pp.1-22, 2023.

12

T. Hejazi, Behrooz Khorshidvand, "Robust optimization of sustainable closed?loop supply chain network considering product family", Environment Development and Sustainability, 2023 Apr vol. 1, no. 1, pp.1-31, 2023.

13

Sepideh Asadi Zeidabadi, Ebrahim Rezaee Nik, T. Hejazi, "MULTI-OBJECTIVE ROBUST PRODUCTION PLANNING CONSIDERING WORKFORCE EFFICIENCY WITH A METAHEURISTIC SOLUTION APPROACH", International Journal of Industrial Engineering-Theory Applications and Practice, 2023 Feb vol. 1, no. 30, pp.32-50, 2023.

14

A. Homayounmehr, T. Hejazi, "Optimal design of a multi-period supply chain network with unreliable elements: A two-stage stochastic programming approach", Journal of Industrial Engineering and Management Studies, 2022 Jul vol. 9, no. 1, pp.120-135, 2022.

15

T. Hejazi, "A Scenario-based Desirability Function for Correlated Multi-Response Optimization Problems Considering Modeling and Implementation Errors", Journal of Computational Science, 2022 Jul vol. 63, no. 101764, pp.1-20, 2022.

16

T. Hejazi, Sepideh Asadi Zeidabadi, Mozhgan Abbasi, "Quality-based design of supply chains considering supplier and technology effects", Soft Computing, 2022 Mar vol. 1, no. 1, pp.1-23, 2022.

17

Javad Kamali, Mohammadreza Omidkhah, T. Hejazi, "Consequence modeling and evaluation of LPG spherical tanks Isfahan Oil Refinery", Iranian Journal of Chemistry and Chemical Engineering-International English Edition, 2021 Nov vol. 41, no. 3, pp.305-311, 2021.

18

T. Hejazi, "State-dependent resource reallocation plan for health care systems: A simulation optimization approach", Computers and Industrial Engineering, 2021 Jun vol. 159, no. 107502, pp.1-8, 2021.

19

T. Hejazi, Zakieh Parsaei, "A hybrid model based on stochastic goal programming and response surface methodology to optimize quality characteristics considering robustness parameter design", Industrial Engineering & Management Sharif, 2020 Mar vol. 35, no. 2, pp.129-137, 2020.

20

Saeed Kahrobaee, T. Hejazi, Iman Ahadi Akhlaghi, Mina Koohestani, Faezeh Salmani, "A Magnetic Nondestructive Evaluation Method to Simultaneously Determine Chemical Composition and Heat Treatment Characteristics of Plain Carbon Steels: A Statistical Modeling Approach", Journal of Materials Engineering and Performance, 2020 Mar vol. 29, no. 4, pp.2560-2573, 2020.

21

T. Hejazi, Maryam Moradpur, "Developing a Flexible Methodology for Modeling and Solving Multiple Response Optimization Problems", Stochastics and Quality Control, 2019 Dec vol. 34, no. 2, pp.103-113, 2019.

22

Saeed Kahrobaei, T. Hejazi, Iman Ahadi Akhlaghi, "Electromagnetic methods to improve the nondestructive characterization of induction hardened steels: A statistical modeling approach", Surface and Coatings Technology, 2019 Dec vol. 380, no. 1, pp.1-10, 2019.

23

T. Hejazi, Pardis Roozkhosh, "Partial inspection problem with double sampling designs in multi-stage systems considering cost uncertainty", Journal of Industrial Engineering and Management Studies, 2019 Jun vol. 6, no. 1, pp.1-17, 2019.

24

T. Hejazi, Hossein Badri, Kai Yang, "A Reliability-based Approach for Performance Optimization of Service Industries: An Application to Healthcare Systems", European Journal of Operational Research, 2019 Mar vol. 273, no. 3, pp.1016-1025, 2019.

25

Roghieh Soleimani, Shahram Vosughi, T. Hejazi, Fatemeh Mahdloo, "Study of relationship between Safety attitude and knowledge and The work ability index (A case study in one of the big hospitals in Tehran)", Iran Occupational Health, 2018 Jul vol. 15, no. 2, pp.153-163, 2018.

26

T. Hejazi, Mohsen Bagheri, Hanieh Jamshidi, "A probabilistic approach to develop a mathematical programming model for redundancy allocation problem in a series-parallel system with selection of type, strategy and discount policy", , 2018 Apr vol. 52, no. 1, pp.13-23, 2018.

27

T. Hejazi, Saeed Kahrobaee, "A predictive model for characterizing hardness of D2 tool steel by eddy current method: A statistical optimization approach", Research In Nondestructive Evaluation, 2018 Feb vol. 29, no. 4, pp.237-254, 2018.

28

M. Ghafarpour, Ahmad Aziz, T. Hejazi, "Optimization of friction stir welding parameters using multiple response surface methodology", Proceedings of The Institution of Mechanical Engineers Part L-Journal of Materials-Design and Applications, 2017 Oct vol. 231, no. 7, pp.571-583, 2017.

29

T. Hejazi, "A multiresponse model for reliability-based simulation optimization in systems subjected to random external stresses", Quality and Reliability Engineering International, 2017 Oct vol. 33, no. 6, pp.1225-1233, 2017.

30

Sara Tavassoli, Farnaz Shahpar, T. Hejazi, "A fuzzy approach to reliability analysis", Journal of Industrial Engineering and Management Studies, 2017 Oct vol. 4, no. 1, pp.55-68, 2017.

31

H. Badri, S.M.T. Fatemi Ghomi, T. Hejazi, "A two-stage stochastic programming approach for value-based closed-loop supply chain network desing", Transportation Research Part E-Logistics and Transportation Review, 2017 Jul vol. 105, no. 0, pp.1-17, 2017.

32

T. Hejazi, M. Seyed Esfahani, Jiju Antony, "A NEW METHODOLOGY BASED ON MULTISTAGE STOCHASTIC PROGRAMMING FOR QUALITY CHAIN DESIGN PROBLEM.", International Journal of Industrial Engineering-Theory Applications and Practice, 2017 Jul vol. 24, no. 1, pp.12-31, 2017.

33

T. Hejazi, M. Seyed Esfahani, H. Badri, "Two-stage stochastic programming based on the desirability function to optimize the performance of an internal-combustion engine", Proceedings of The Institution of Mechanical Engineers Part D-Journal of Automobile Engineering, 2013 Oct vol. 228, no. 1, pp.104-114, 2013.

Awards & Honors

#

title

Date

1

Dr. Kazemi Ashtiani Prize, National Elites Foundation

2016

2

Shahid Tehrani Moghaddam Prize, National Elites Foundation

2016

3

Best Ph.D. thesis, Amirkabir University of Technology

2014

Taught Courses

#

Course title

Description

Headlines

Date

1

Graduate Seminar

4051

2

Reliability Theory and Applications

4051

3

Data Mining: Models Algorithms and Applications

4042

4

Graduate Seminar

4041

5

Reliability Theory and Applications

4041

6

Data Mining: Models Algorithms and Applications

4032