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

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

Elnaz Ameri & Taha-Hossein Hejazi

February 2024

2

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

Mohaddeseh Mohammadi & Taha-Hossein Hejazi

July 2023

3

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

Parisa Cheshmeh & Taha-Hossein Hejazi

March 2023

4

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

Zahra Ghadimkhani & Taha-Hossein Hejazi

March 2023

5

adjustable robust location - routig model drone delivery system

Ghazal Haghverdy Zade & Taha-Hossein Hejazi

February 2023

6

adjustable robust location - routig model drone delivery system

Ghazal Haghverdy Zade & Taha-Hossein Hejazi

February 2023

7

Robust parametr design for correlated dynamic quality characteristics

Pooya Naeemi & Taha-Hossein Hejazi

October 2022

8

Robuts parameters of categorical responses considering implementation error

Milad Zamani & Taha-Hossein Hejazi

October 2022

9

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

Shaghayegh Nouri & Taha-Hossein Hejazi

October 2022

10

Closed loop supply chain design under uncertainty and disruption conditions

Hurie Dezhahang & Taha-Hossein Hejazi

October 2022

11

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

Donya Ramezani & Taha-Hossein Hejazi

July 2022

12

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

Arezoo Borji & Taha-Hossein Hejazi

June 2022

13

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

Alireza Homayounmehr & Taha-Hossein Hejazi

March 2021

14

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

Pegah Saadati & Taha-Hossein Hejazi

March 2020

15

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

Behrooz Asghari & Taha-Hossein Hejazi

March 2020

Books

#

Title

Author(s)

Publisher country

publication date

version

Portal Records

1

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

Taha-Hossein Hejazi, Shahin Behboudi, Hamed Baziad

United States

September 2019

1

2

Theory and Application of Reliability in System Design

Mirmehdi Seyed Esfahani, Taha-Hossein Hejazi

Iran (Islamic Republic of)

September 2016

1

3

Theory and Application of Reliability in System Design

Mirmehdi Seyed Esfahani, Taha-Hossein Hejazi

Iran (Islamic Republic of)

December 2016

2

4

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

Taha-Hossein Hejazi, Afroz Farhadi, Bahare Hekmatnia

United States

August 2019

1

5

An elementary introduction to queueing systems

Mirmehdi Seyed Esfahani, Taha-Hossein Hejazi

Iran (Islamic Republic of)

April 2018

1

Journal Papers

Portal Records

1

Taha-Hossein Hejazi, "Optimization of degree of conformance for multi-response systems considering model imprecision: A data-driven metaheuristic approach", QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, September 2023 Vol. 1, Num. 1, Page 1-20, September 2023,

2

Taha-Hossein 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, August 2023 Vol. 2, Num. 3, Page 1-20, August 2023,

3

Taha-Hossein Hejazi, Shahin Behboudi, Fatemeh Abbaszadeh, "Project portfolio selection to improve safety in the construction industry under fuzzy environments", Journal of Industrial Engineering and Management Studies, August 2023 Vol. 10, Num. 1, Page 169-180, August 2023,

4

Arezoo Borji, Abbas Seifi, Taha-Hossein Hejazi, "An efficient method for detection of Alzheimer’s disease using high-dimensional PET scan images", Intelligent Decision Technologies, July 2023 Vol. 1, Num. 1, Page 1-21, July 2023,

5

Behrooz Asghari, Taha-Hossein Hejazi, Abbas Ahmadi, "Modifications of generalized response surface methodology for constrained stochastic optimization problems", COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, July 2023 Vol. 1, Num. 1, Page 1-22, July 2023,

6

Taha-Hossein Hejazi, Behrooz Khorshidvand, "Robust optimization of sustainable closed?loop supply chain network considering product family", Environment,Development and Sustainability, April 2023 Vol. 1, Num. 1, Page 1-31, April 2023,

7

Sepideh Asadi Zeidabadi, Ebrahim Rezaee Nik, Taha-Hossein Hejazi, "MULTI-OBJECTIVE ROBUST PRODUCTION PLANNING CONSIDERING WORKFORCE EFFICIENCY WITH A METAHEURISTIC SOLUTION APPROACH", INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, February 2023 Vol. 1, Num. 30, Page 32-50, February 2023,

8

Taha-Hossein Hejazi, "A Scenario-based Desirability Function for Correlated Multi-Response Optimization Problems Considering Modeling and Implementation Errors", Journal of Computational Science, July 2022 Vol. 63, Num. 101764, Page 1-20, July 2022,

9

Alireza Homayounmehr, Taha-Hossein 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, July 2022 Vol. 9, Num. 1, Page 120-135, July 2022,

10

Taha-Hossein Hejazi, Sepideh Asadi Zeidabadi, Mozhgan Abbasi, "Quality-based design of supply chains considering supplier and technology effects", SOFT COMPUTING, March 2022 Vol. 1, Num. 1, Page 1-23, March 2022,

11

Javad Kamali, Mohammadreza Omidkhah, Taha-Hossein Hejazi, "Consequence modeling and evaluation of LPG spherical tanks Isfahan Oil Refinery", Iranian Journal of Chemistry &Chemical Engineering, November 2021 Vol. 41, Num. 3, Page 305-311, November 2021,

12

Taha-Hossein Hejazi, "State-dependent resource reallocation plan for health care systems: A simulation optimization approach", COMPUTERS & INDUSTRIAL ENGINEERING, June 2021 Vol. 159, Num. 107502, Page 1-8, June 2021,

13

Saeed Kahrobaee, Taha-Hossein 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, March 2020 Vol. 29, Num. 4, Page 2560-2573, March 2020,

14

Taha-Hossein 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, March 2020 Vol. 35, Num. 2, Page 129-137, March 2020,

15

Saeed Kahrobaei, Taha-Hossein Hejazi, Iman Ahadi Akhlaghi, "Electromagnetic methods to improve the nondestructive characterization of induction hardened steels: A statistical modeling approach", SURFACE & COATINGS TECHNOLOGY, December 2019 Vol. 380, Num. 1, Page 1-10, December 2019,

16

Taha-Hossein Hejazi, Maryam Moradpur, "Developing a Flexible Methodology for Modeling and Solving Multiple Response Optimization Problems", Stochastics and Quality Control, December 2019 Vol. 34, Num. 2, Page 103-113, December 2019,

17

Taha-Hossein Hejazi, Pardis Roozkhosh, "Partial inspection problem with double sampling designs in multi-stage systems considering cost uncertainty", Journal of Industrial Engineering and Management Studies, June 2019 Vol. 6, Num. 1, Page 1-17, June 2019,

18

Taha-Hossein 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, March 2019 Vol. 273, Num. 3, Page 1016-1025, March 2019,

19

Roghieh Soleimani, Shahram Vosughi, Taha-Hossein 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, July 2018 Vol. 15, Num. 2, Page 153-163, July 2018,

20

Taha-Hossein 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", , April 2018 Vol. 52, Num. 1, Page 13-23, April 2018,

21

Taha-Hossein 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, February 2018 Vol. 29, Num. 4, Page 237-254, February 2018,

22

Taha-Hossein Hejazi, "A multiresponse model for reliability-based simulation optimization in systems subjected to random external stresses", QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, October 2017 Vol. 33, Num. 6, Page 1225-1233, October 2017,

23

Morteza Ghafarpour, Ahmad Aziz, Taha-Hossein 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, October 2017 Vol. 231, Num. 7, Page 571-583, October 2017,

24

Sara Tavassoli, Farnaz Shahpar, Taha-Hossein Hejazi, "A fuzzy approach to reliability analysis", Journal of Industrial Engineering and Management Studies, October 2017 Vol. 4, Num. 1, Page 55-68, October 2017,

25

Hossein Badri, Seyyed Mohammad Taghi Fatemi Ghomi, Taha-Hossein Hejazi, "A two-stage stochastic programming approach for value-based closed-loop supply chain network desing", TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, July 2017 Vol. 105, Num. 0, Page 1-17, July 2017,

26

Taha-Hossein Hejazi, Mirmehdi 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, July 2017 Vol. 24, Num. 1, Page 12-31, July 2017,

27

Taha-Hossein Hejazi, Mirmehdi Seyed Esfahani, Hossein 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, October 2013 Vol. 228, Num. 1, Page 104-114, October 2013,

Conference Papers

Portal Records

1

Zahra Ghadimkhani, Taha-Hossein Hejazi, "A learning-based solution approach for application placement problems in mobile edge computing under uncertainty ", The fourth International Exhibition and Conference of Iran Smart City, July 2023

2

Donya Ramezani, Taha-Hossein Hejazi, "Closed-Loop Supply Chain Network Design of Perishable Goods: A scenario-based two-stage stochastic programming approach ", The 8th International Conference on Logistics and Supply Chain (Revolutionary, Innovator and Knowledge – based Ecosystems), January 2023

3

Taha-Hossein Hejazi, Ali Arghabaei, "Supply chain optimization with new product development approach considering demand function ", 5th International Conference on Industrial and Systems Engineering, September 2019

4

Taha-Hossein Hejazi, Amirabbas Barzanuni, "Application of Monte Carlo Simulation and cellular automata for reliability assessment in complex systems ", 15th Iran International Industrial Engineering Conference, January 2019

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

Data Mining: Models¸ Algorithms and Applications

The objectives of this course are to introduce types of multivariate data, their characteristics, sampling schemes and how to make decisions based on them. The decisions are mainly associated to description, modeling, prediction, and hidden pattern i

Spring 2024

2

Reliability Theory and Applications

To introduce students to modern computational and theoretical techniques to assess the reliability of engineering systems as a function of their component probabilities of failure, and to illustrate how importance measures are useful in engineering d

Fall 2023

3

Statistical Qualty Control

Introduction to statistical control methods of quality characteristics

Spring 2023

4

Data Mining: Models¸ Algorithms and Applications

The objectives of this course are to introduce types of multivariate data, their characteristics, sampling schemes and how to make decisions based on them. The decisions are mainly associated to description, modeling, prediction, and hidden pattern i

Spring 2023

5

Design of Experiments

Learn how to plan, design and conduct experiments efficiently and effectively, and analyze the resulting data to obtain objective conclusions. Both design and statistical analysis issues are discussed. Students will be expected to utilize standard st

Fall 2022