Dean of School of Industrial Engineering and Management.
Contact Information.
– Office: Room 602, School of Industrial Engineering and Management, International University. Quarter 6, Linh Trung Ward, Thu Duc District, HCM City, Vietnam.
– Phone: (028) 37244270, Ext. 3327.
– Email: nvhop@hcmiu.edu.vn.
Education
– Doctor of Engineering, Industrial Engineering and Management, Asian Institute of Technology (AIT) – May 2000.
– Master of Engineering, Industrial Engineering and Management, AIT – Dec 1996.
– Bachelor of Electrical Engineering, Polytechnique University of Ho Chi Minh City – September 1993.
Research Activities
– Google Scholar
– Research gate
– Membership:
+ 2000-Present: International Society on MCDM – Multiple Criteria Decision-Making
+ 12/2021-Present: Vietnam Operational Research Network
+ 8/2023- Present: Board Member of International Federation of Logistics and Supply Chain Systems.
– Research interests: AIs for Optimization, Optimization for Supply Chain, Manufacturing, E-commerce, and Healthcare Systems.
Working Experience
– 9/1993-1/1995: Engineer, Vietnam Plastics Corp. (VinaPlast)
– 1/1997- 5/1997: Associate Engineering Manager, Inchcape Industries Co. Ltd. (Thailand) – Bangkok
– 4/2000 – 11/2005:
+ Assistant Professor, Sirinhorn International Institute of Technology, Thailand.
+ Visiting Assistant Professor, Asian Institute of Technology.
– 11/2005 – 6/2007: Engineering Manager: First Consulting Group Vietnam (PSV)
– 6/2007 – 2/2009: Assistant to General Director cum Logistics Manager, PEB Steel Co. Ltd.
– 3/2009 – 3/2010: Supply Chain Director cum Assistant to General Director, Asia Foods Corp.
– 3/2010 – 3/2015: Country Director, Clearpack Vietnam Co. Ltd.
– 3/2015 – 3/2017: General Director, Nuplex Masterbatch Vietnam.
– 2017 – 2018: Head, Technology Innovation and Startup Center, Chair ISE dept.
– 2018 – present: Dean, School of Industrial Engineering and Management, International University – Vietnam National University of HCMC.
Awards and Honors
– The best paper award, EAI International Conference on Renewable Energy and Sustainable Manufacturing, ICRESM2024, Ho Chi Minh City, November 2024.
– Best Presentation Award, The ICLS2023 International Congress on Logistics and Supply Chain Management for the paper: Flexible multi-objective project scheduling with multiple types of resource constraints under uncertainty, Seoul, South Korea, August 2023.
– Outstanding Researcher Award in Academic Year 2021-2022, Vietnam National University – HoChiMinh City.
– Outstanding Professor Award, Industrial Engineering and Operations Management Society International, March 2021.
– Scholarship recipient, Government of Austria scholarship for Doctoral Study at Asian Institute of Technology (May 1997–May 2000).
– Internship scholarship recipients, The European Commission for highly qualified students of Post Graduate Technological Studies (PTS) program, Department of Mathematics, Maastritch University, the Netherlands (February 1999–May 1999).
– Scholarship recipient, The Royal Belgian Government Scholarship for Graduate Study (January 1995–December 1996).
– Scholarship recipient, Vietnamese Government, for undergraduate study (September 1988–September 1993).
Teaching Courses
– Ph.D. Level: AI for Optimization Applications, Advanced Optimization Models.
– Graduate Level: Deterministic Models in OR, Probabilistic Models in OR, Supply Chain Systems, Distribution Systems, Inventory Management, Project Management, and Operations Management.
– Undergraduate Level: Deterministic Models in OR, Probabilistic Models in OR, Principles of Logistics and Supply Chain Management, Inventory Management, Project Management, E-Logistics and E-Supply Chain Management, Logistics Engineering and Supply Chain Design, International Transportation and Logistics.
Academic Supervision
| Level | Number of Students | Role | Institution, University |
| Ph.D. Graduated Student | 1 | Committee | Asian Institue of Technology |
| Ph.D. Candidate | 3 | Advisor | IU |
| M.Eng. Degree | 15 | Advisor | HCMC University of Technology, IU |
| B. Eng. Degree | 74 | Advisor | IU |
Projects
| STT | Project Name | Role | Code | Fund | Year |
| 7 | Design, manufacture, and install bubble film packaging system for e-commerce products | PM | 01-2025/HĐ-ĐHQT-PHUCTHINH | Công Ty VTO PHÚC THỊNH | 2025 |
| 6 | Evaluation Current Status and Development Solution to Improve Waterway Transportation System in Long Anh Province until 2030, 2050 Vision | Member | 52/HĐ-SKHCN 03-TKCM/KXLA.01.24 | SGTVT Long An | 2024-2025 |
| 5 | A Flexible Planning Approach for Uncertain Events in Industrial Applications. | PM | B2023-28-06 | VNU-HCM | 2023-2025 |
| 4 | Optimal Recycle Raw Materials Ordering Plan to Mitigate Supplying Risks. | PM | C2019 – 28 – 07 | VNU-HCM | 2019-2021 |
| 3 | Improving quality system for fresh products distribution center of Saigon Co.op
| Leader | 2017/HĐDV/SGC-ĐHQT | Saigon-Coop | 2017 |
| 2 | Fuzzy Stochastic Multi- Attribute Decision Making with Composite Stochastic Measures and Superiority/Inferiority Degrees | PM | T2017-01-ISE | IU | 2017-2018 |
| 1 | ERP Implementation for PEB Steel Co. Ltd. | PM | Microsoft Dynamic Axapta, Tectura Consulting Co. Ltd. | PEB Steel Co. Ltd. | 2006-2007 |
Smart Optimization Solutions (S.O.S.) Lab
Our research lab focuses on developing optimization solutions for manufacturing, supply chain, e-commerce, and healthcare systems. The advanced approaches such as Machine Learning models, Generative AIs, and optimization algorithms are explored to provide efficient solutions for challenge problems in businesses.
Current Projects:
| No. | Project Name | Scope | Status |
| 1 | Crowd-Shipping Last-Mile Deliveries for E-Commerce | Urban Delivery with public transportation for E-commerce | System design |
| 2 | Dynamic Flexible Job-Shop Scheduling Problem for a Furniture Manufacturing Company | Scancom Furniture Company case | Implementation |
| 3 | CEL: Product Portfolio Optimization | Business Application | on hold |
| 4 | CEL: Distribution Network Optimization | Business Application | Implementation |
| 5 | CEL: Last-Mile Transport Optimization | Business Application | System design |
| 6 | CEL: Inventory Optimization | Business Application | Problem formulation |
| 7 | CEL: First-Mile Transport Optimization | Business Application | Implementation |
News:
14/8/2025: CEL provided data for inventory, distribution, product portfolio, and first mile.
30/6/2025: CEL meeting.
23/6/2025: First Meeting.
26/5/2025: recruitment announcement
S.O.S Lab is looking for talent students who have a great passion on research works. IEM students are invited to apply. Requirements: K21, K22, K23, GPA > 8.2, good programming skills in Python or Matlab. Send your C.V. to: nvhop@hcmiu.edu.vn. Due date: 31/5/2025.
26/5/2025: S.O.S Lab is formally set-up.
Reviewing Service
| 92 | Niching Genetic Programming for Co-Joint Optimization: A Case Study on Replenishment and Transshipment Policies in Dynamic Multi-Site Inventory Management. |
| Memetic Computing | 2025 |
| 91 | Revolutionizing Sustainability and Adoption of Blockchain Technology: A Dual-Channel Approach to Remanufacturing Strategy with an Extended Warranty | CAIE-D-24-05285R3 | Computers &Industrial Engineering | 2025 |
| 90 | Hoist Scheduling Problem for Non-Cyclic Processing of Limited Batch of Identical Parts | TPRS-2025-IJPR-1852 | International Journal of Production Research | 2025 |
| 89 | Revolutionizing Sustainability and Adoption of Blockchain Technology: A Dual-Channel Approach to Remanufacturing Strategy with an Extended Warranty | CAIE-D-24-05285R2 | Computers &Industrial Engineering | 2025 |
| 88 | Flexible quay crane assignment and optimized yard truck allocation for efficient container terminal operations | ITOR-24-OAR-0897 | International Transactions in Operational Research | 2025 |
| 87 | Revolutionizing Sustainability and Adoption of Blockchain Technology: A Dual-Channel Approach to Remanufacturing Strategy with an Extended Warranty. | CAIE-D-24-05285R1 | Computers &Industrial Engineering | 2025 |
| 86 | Revolutionizing Sustainability and Adoption of Blockchain Technology: A Dual-Channel Approach to Remanufacturing Strategy with an Extended Warranty. | CAIE-D-24-05285 | Computers &Industrial Engineering | 2025 |
| 85 | An innovative augmented epsilon-constraint framework with a customizable optimization gap to tackle a flexible job shop problem considering machinery failure. | TPRS-2024-IJPR-3531 | International Journal of Production Research | 2025 |
| 84 | An enhanced NSGA-II for multi-objective flexible job shop scheduling problems with assembly/disassembly, overtime, and tardiness. | CAOR-D-24-01494 | Computers & Operations Research | 2024 |
| 83 | Multi-objective evolutionary algorithm based flexible assembly job-shop rescheduling with component sharing for order insertion. | CAOR-D-23-01036R1 | Computers & Operations Research | 2024 |
| 82 | Multi-objective evolutionary algorithm based flexible assembly job-shop rescheduling with component sharing for order insertion. | CAOR-D-23-01036R2 | Computers & Operations Research | 2024 |
| 81 | An improved two-stage memetic algorithm for dynamic flexible job-shop scheduling problem considering the impact of machine fault on operation quality. | SWEVO-D-24-00019 | Swarm and Evolutionary Computation | 2024 |
| 80 | Total Slack Transmission Graph-based Robust Scheduling for Flexible Job Shop Scheduling under Machine Breakdowns | ESWA-D-23-12759 | Expert Systems With Applications | 2024 |
| 79 | Green Capacitated Vehicle Routing Problem Under Traffic Congestion | 805 | International Journal of Computer Information Systems and Industrial Management Applications | 2024 |
| 78 | Self-Optimization Model for Assembly Line Balancing in Parallel Machine Systems | CMES-55901 | CMES-Computer Modeling in Engineering & Sciences | 2024 |
| 77 | Parameter-Coupled State Space Models Based on Quasi-Gaussian Fuzzy Approximation | Scientific Reports | 2024 | |
| 76 | Challenges in Supervised and Unsupervised Learning: A Comprehensive Overview | 8072-JCS | Journal of Computer Science | 2024 |
| 75 | Evaluating the Efficacy of AI-Driven Resume Optimization Tools: A Critical Analysis and User-Centric Perspective | 7979-JCS | Journal of Computer Science | 2024 |
| 74 | Iterative Learning-Active Disturbance Rejection Control for Heavy-Haul Train Based on Interval Type-2 Fuzzy Logic Model | IFS-242799 | Journal of Intelligent & Fuzzy Systems. | 2024 |
| 73 | Enhancing Decision – Making Through Correlation Coefficients: A Multi – Criteria Perspective | IFS-238815 | Journal of Intelligent & Fuzzy Systems. | 2024 |
| 72 | DDMRP Relative Priority for Production Execution: An Assessment by Simulation | OMRA-D-23-00584 | Operations Management Research | 2024 |
| 71 | Multi-objective evolutionary algorithm based flexible assembly job-shop rescheduling with component sharing for order insertion | CAOR-D-23-01036 | Computers and Operations Research | 2023 |
| 70 | On the conditions for total orderings in lexicographic methods to rank fuzzy numbers | IJFS-D-23-00405R2 | International Journal of Fuzzy Systems | 2023 |
| 69 | On the conditions for total orderings in lexicographic methods to rank fuzzy numbers | IJFS-D-23-00405R1 | International Journal of Fuzzy Systems | 2023 |
| 68 | On the conditions for total orderings in lexicographic methods to rank fuzzy numbers | IJFS-D-23-00405 | International Journal of Fuzzy Systems | 2023 |
| 67 | On the efficiency of alternative magnitude definitions for fuzzy numbers | COAM-22-01890 | Computational and Applied Mathematics | 2023 |
| 66 | MCDM technique on water resource management based on possibility theory under bipolar fuzzy | IFS-230279 | Journal of Intelligent & Fuzzy Systems | 2023 |
| 65 | A discrete particle swarm optimization algorithm for storage location assignment problem in e-commerce warehouse | JOCO-D-23-00135 | Journal of Combinatorial Optimization | 2023 |
| 64 | Multi-Objective Optimization For Optimal Energy Transporting Path and Energy Distribution in Electric Vehicles Energy Internet | JOCO-22-00412 | Journal of Combinatorial Optimization | 2023 |
| 63 | An accurate and robust genetic algorithm to minimize the total tardiness in parallel machine scheduling problems | COGENTENG-2023-0644 | Cogent Engineering | 2023 |
| 62 | A knowledge-based genetic algorithm for solving identical parallel machine scheduling problems with additional resource preventive maintenance | TPRS-2022-IJPR-1689 | International Journal of Production Research | 2022 |
| 61 | Modelling and application of hierarchical joint optimization for modular product family and supply chain architecture | ESWA-D-22-03734 | Expert Systems With Applications | 2022 |
| 60 | A multi-strategy whale optimization algorithm for mathematical optimization and engineering design problems | JOCO-D-21-0384 | Journal of Combinatorial Optimization | 2021 |
| 59 | Heuristic/Metaheuristic-based simulation optimization approaches for integrated scheduling of yard crane, yard truck, and quay crane for both import and export containers | SWEVO-D-21-0372 | Swam and Evolutionary Computation | 2021 |
| 58 | Heuristic/Metaheuristic-based simulation optimization approaches for integrated scheduling of yard crane, yard truck, and quay crane for both import and export containers | SWEVO-D-21-0372R1 | Swam and Evolutionary Computation | 2021 |
| 57 | Data mining based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint | CAIE-D-20-02258 | Computers & Industrial Engineering | 2021 |
| 56 | PRODUCTION PLANNING THROUGH MULTI-OBJECTIVE DE NOVO PROGRAMMING WITH VARIABLE PRICES | CAIE-D-21-01341 | Computers & Industrial Engineering | 2021 |
| 55 | Intelligent supply chain risk identification framework: A real-time data-driven approach | ADVEI-D-21-000859 | Advanced Engineering Informatics | 2021 |
| 54 | Design of digital twin applications in automated storage yard scheduling | ADVEI-D-21-0474 | Advanced Engineering Informatics | 2021 |
| 53 | Machine Learning Methodology for Biomass Supply Chain Planning in Vietnam. | GMSARN-20SD-24 | GMSARN International Journal | 2021 |
| 52 | Machine Learning Methodology for Biomass Supply Chain Planning in Vietnam. | GMSARN-20SD-24R1 | GMSARN International Journal | 2021 |
| 51 | Exact and Heuristic Solutions for Multi-Echelon Supply Chain Networks Design | CAIE-D-21-00273 | Computers& Industrial Engineering | 2021 |
| 50 | An effective metaheuristic for the last mile delivery with roaming delivery locations and stochastic travel times | CAIE-D-18-02153R5 | Computers& Industrial Engineering | 2020 |
| 49 | An effective metaheuristic for the last mile delivery with roaming delivery locations and stochastic travel times | CAIE-D-18-02153R4 | Computers& Industrial Engineering | 2020 |
| 48 | An effective metaheuristic for the last mile delivery with roaming delivery locations and stochastic travel times | CAIE-D-18-02153R3 | Computers& Industrial Engineering | 2020 |
| 47 | Extended TOPSIS method for supplier selection under Picture hesitant fuzzy environment using Linguistic variables | JIFS-201359 | Journal of Intelligent and Fuzzy Systems | 2020 |
| 46 | A New Decision Making Model for Manufacturing Line Designs in Vietnamese Manufacturing Plants | JIMA-35-1 | Journal of Japan Industrial Management Association | 2020 |
| 45 | An Integrated Model for Resource Allocation Problem in Small-Medium Enterprises Using Enterprise Engineering | CAIE-D-20-01951 | Computers& Industrial Engineering | 2020 |
| 44 | Heuristic algorithms for credibility-based chance-constrained multimode resourceconstrained project scheduling problem | JIFS-201043 | Journal of Intelligent & Fuzzy Systems | 2020 |
| 43 | T-Spherical Fuzzy Einstein Aggregation Operators and Their Applications in Multi- Attribute Decision Making Problems | JIFS-191526 | Journal of Intelligent & Fuzzy Systems | 2020 |
| 42 | A new approach to neutrosophic soft mappings and application in decision making | JIFS-192035 | Journal of Intelligent & Fuzzy Systems
| 2019 |
| 41 | Optimal decisions of a monopolistic manufacturer who operates dual channels under stochastic demands | CAIE-D-19-02266 | Computers& Industrial Engineering | 2019 |
| 40 | An effective heuristic for the last mile delivery with roaming delivery locations and stochastic travel times | CAIE-D-18-02153 | Computers& Industrial Engineering | 2019 |
| 39 | An effective heuristic for the last mile delivery with roaming delivery locations and stochastic travel times | CAIE-D-18-02153R1 | Computers& Industrial Engineering | 2019 |
| 38 | An effective heuristic for the last mile delivery with roaming delivery locations and stochastic travel times | CAIE-D-18-02153R2 | Computers& Industrial Engineering | 2019 |
| 37 | Fuzzy Grey TOPSIS: A Hybrid Method for the Fuzzy System MCDM Problems With Interactive Criteria | SMCA-17-03-0256 | IEEE Transactions on Systems, Man and Cybernetics | 2017 |
| 36 | Optimization of the machining parameters with soft computing techniques | FSS-D-16-00720 | Fuzzy Sets and Systems | 2016 |
| 35 | Interpolative Boolean Networks | FSS-D-1600282 | Fuzzy Sets and Systems | 2016 |
| 34 | Asian Global Supply Chain Network Design with Material Based Carbon Emissions and Tax | CAIE-D-16-00672 | Computers & Industrial Engineering | 2016 |
| 33 | Integrating Voting Analytic Hierarchy Process and Taguchi Loss Function in Multi-Choice Goal Programming for Supplier Selection: A Case Based Application | CAIE-D-16-00660 | Computers & Industrial Engineering | 2016 |
| 32 | Fuzzy AHP-TOPSIS Approach for Selection of Maintenance Policy in Manufacturing Firms | TPRS-2013-IJPR-00812 | International Journal of Production Research | 2013 |
| 31 | Selection of optimum maintenance strategy based on intuitionistic fuzzy interpretations of multi-criteria group decision making method | TPRS-2012-IJPR-0049 | International Journal of Production Research | 2012 |
| 30 | Fuzzy AHP-TOPSIS Approach for Selection of Maintenance Policy in Manufacturing Firms | TPRS-2012-IJPR-00990 | International Journal of Production Research | 2012 |
| 29 | Interval-Valued Fuzzy-Stochastic Chance-Constrained Programming Application to Environmental Management under Multiple Uncertainties | ENVSOFT-D-10-00213 | Environmental Modelling & Software | 2010 |
| 28 | Multi-Objective Assembly Line Balancing via a Modified Ant-Colony Optimization Technique | European Journal of Operational Research | 2010 | |
| 27 | An interval-coefficient fuzzy binary linear programming, the solution, and its application under uncertainty | EJOR-D-10-00082 | European Journal of Operational Research | 2010 |
| 26 | Fuzzy optimization in forecasting and decision making of industrial engineering | IJCMESM-041218 | International Journal for Computational Methods in Engineering Science and Mechanics | 2010 |
| 25 | Stackelberg solutions for fuzzy random two-level linear programming through probability maximization with possibility | FSS-D-09-00548R2 | Fuzzy Sets and Systems | 2010 |
| 24 | Stackelberg solutions for fuzzy random two-level linear programming through probability maximization with possibility | FSS-D-09-00548R1 | Fuzzy Sets and Systems | 2010 |
| 23 | Stackelberg solutions for fuzzy random two-level linear programming through probability maximization with possibility | FSS-D-09-00548 | Fuzzy Sets and Systems | 2010 |
| 22 | A note on “Fuzzy stochastic goal programming problems” | EJOR-D-09-00243 | European Journal of Operational Research | 2009 |
| 21 | On some optimisation models in a fuzzy-stochastic environment | EJOR-D-08-01587 | European Journal of Operational Research | 2008 |
| 20 | Fuzzy goal programming – a parametric approach | EJOR-D-06-01232R1 | European Journal of Operational Research | 2007 |
| 19 | An interactive method for linear programming with fuzzy random variables | FSS-D-07-00648 | Fuzzy Sets and Systems | 2007 |
| 18 | A Fuzzy Logic based Time Variable Multiple Objectives Scheduling Approach for the Semiconductor Wafer Fabrication System | SMCC-07-05-0140 | IEEE Transactions on Systems, Man, and Cybernetics–Part C: Applications and Reviews | 2007 |
| 17 | Comparative studies of the methods of monitoring regional economic development trends | TFS-2007-0246 | IEEE Transactions on Fuzzy Systems | 2007 |
| 16 | Fuzzy goal programming – a parametric approach | EJOR-D-06-01232 | European Journal of Operational Research | 2006 |
| 15 | Novel Fuzzy Inference System (FIS) Analysis and Design Based on Lattice Theory. Part II: Industrial System Modeling. | TFS-2005-0017R1 | IEEE Transactions on Fuzzy Systems | 2005 |
| 14 | Novel Fuzzy Inference System (FIS) Analysis and Design Based on Lattice Theory. Part II: Industrial System Modeling. | TFS-2005-0017 | IEEE Transactions on Fuzzy Systems | 2005 |
| 13 | Fuzzy adaptive preventive maintenance in a manufacturing control system | International Journal of Production Research | 2005 | |
| 12 | Applicability of MIS to machining process characterization and process data presentation: a case study on abrasive water jet machining | International Journal of Production Research | 2005 | |
| 11 | A fuzzy MCDM method for solving marine transshipment container port selection | Computers& Industrial Engineering | 2005 | |
| 10 | A Power Law Type of Time Preference on Intertemporal Choices | EJOR-D-05-00881 | European Journal of Operational Research. | 2005 |
| 9 | Process Flexibility Considering Bill of Material | TPRS-2005-IJPR-0592 | international Journal of Production Research | 2005 |
| 8 | Optimizing an objective function under a bivariate probability model | EJOR-D-05-00444 | European Journal of Operational Research. | 2005 |
| 7 | Constrained multiple TSP in the context of printed circuit board assembly | TPRS-2004-IJPR-40014 | International Journal of Production Research | 2004 |
| 6 | An MCDM Model for a facilities location applied to a float glass manufacturer | Philippine Industrial Journal (JPIE) | 2004 | |
| 5 | Group Random Walk and autonomous Detection of sub-grouping in dynamic clustering | IEEE Transactions on Man, Systems and Cybernetics- Part A | 2003 | |
| 4 | A Methodology for Component Grouping and Printed Circuit Board Scheduling in an open-shop Manufacturing Environment | International Journal of Production Research | 2003 | |
| 3 | Simulation Modeling of A Maintenance Crew size and Mix Problem in a Cable Factory | International Journal of Industrial Engineering-Application and Practice | 2003 | |
| 2 | Fuzzy Interval Numbers (FINs): Lattice Theoretic Tools for Improving Prediction of Industrial Yield Based on Populations of Measurements | IEEE Transactions on Man, Systems and Cybernetics- Part B | 2003 | |
| 1 | Multi-Objective Assembly Line Balancing via a Modified Ant-Colony Optimization Technique | European Journal of Operational Research | 2003 |
Publications
Chapters/Books
[3]. Nguyễn Văn Hợp, Hồ Thị Thu Hòa, Tăng Minh Hưởng, Nguyễn Thị Trúc Phương, (2024). Quản Trị và Vận Hành Kho Hàng. Nhà Xuất Bản Giao Thông Vận Tải.
[2]. Nguyen Van Hop and Nguyen Hoang Lam, Combining Blockchain with E-kanban System for Production Process Improvement. In: Innovation, Strategy, and Transformation Frameworks for the Modern Enterprise, IGI Global Publisher, 2023.
[1] Nguyen Van Hop and M.T. Tabucanon, Chapter 14: Improvement of Search Genetic Algorithms: An Application of PCB Assembly Sequencing Problem. In: New Optimization Techniques in Engineering, edited by Godfrey C. Onwubolu and BV. Springer-Verlag, Heitzberg, Germany, 2003. (Book Chapter)
Journal Articles
Publications
| 44 | My-Tram Tran-Thi, Le Khac Kieu-Anh, and Nguyen Van-Hop, (2005). Integrated Deep-Q Network and Cycle-Cancelling Algorithm for Empty Container Repositioning. Transportation Research Part E, Accepted to revise, (SCIE-Q1). |
| 43 | Ngo Thi Ngoc Anh, Nguyen Hong Quan, Nguyen Van-Hop (2025). Hierarchical Reinforcement Learning and Game-Theoretic Model for Stochastic Crowd-Sourcing Delivery. Neural Computing and Applications. Accepted to Revise (Scopus- Q1) |
| 42 | Huynh Hoang My-Dung, Nguyen Van-Hop, (2025). A Predictive-Reactive Double Deep Q-Network Model for Real-time Flexible Job Shop Scheduling Problem under Uncertainties. Applied Soft Computing, Accepted to revise (SCIE-Q1). |
| 41 | Nguyen Vinh Toan and Nguyen Van-Hop (2025). Graph convolutional network with multiple aggregators for learning to branch. Knowledge-Based Systems, 326, 114095. https://doi.org/10.1016/j.knosys.2025.114095 (SCIE-Q1) |
| 40 | Nguyen Thi Tam Thanh and Nguyen Van-Hop, (2025). Occasional Drivers’ Allocation Using Two-stage Deep Reinforcement Learning – A Case Study Of An Agricultural Platform. Case Studies on Transport Policy, Accepted to revise (SCIE-Q1) |
| 39 | Vu-Tien Nguyen, Su Nguyen, Van-Hop Nguyen (2025). Deep Reinforcement Learning to Select Efficient Portfolios of Search Heuristics for Solving Dynamic Job Shop Scheduling. Knowledge-Based Systems, Accepted to revise, (SCIE-Q1). |
| 38 | Hoang Hai Yen and Nguyen Van Hop (2025). Fuzzy Gaussian Matheuristics for Aggregate Production Planning With Fuzzy Stochastic Demand. Journal of Industrial and Production Engineering, 1–31. https://doi.org/10.1080/21681015.2025.2536318(SCOPUS-Q1). |
| 37 | Nguyen Ngoc Thao Nguyen and Nguyen Van-Hop, (2025). Hierarchical Allocation-Routing Heuristic Algorithm for Crowd-Shipping Problem with Time Windows, Transhipment Nodes, and Delivery Options. Expert Systems with Applications, 268, 126325,1-16.https://doi.org/10.1016/j.eswa.2024.126325 (SCIE-Q1) |
| 36 | Nhat, D.H., Nguyen Van-Hop (2025). A Two-Phase Time-Based Robust Shift Genetic Algorithm for Multi-resource Flexible Project Scheduling Under Uncertainties. In: Mirzazadeh, A., Molamohamadi, Z., Babaee Tirkolaee, E., Weber, GW., Leung, J. (eds) Optimization and Data Science in Industrial Engineering. ODSIE 2023. Communications in Computer and Information Science, 2205, 154-181. Springer, Cham. https://doi.org/10.1007/978-3-031-81458-7_10 (SCOPUS). |
| 35 | Tieu Trong Minh Luan, Truong Tran Mai Anh, and Nguyen Van-Hop, (2025). Loading and multi-trip routing problems using hierarchical ant colony optimization algorithm. International Journal of Logistics Systems and Management (SCOPUS, in press). |
| 34 | Nguyen Van-Hop, (2024). Demand Allocation and Lot-Sizing Solution of Single Product Deterministic Demand, Expert Systems with Applications, 245, 122927, 1–15 (SCIE-Q1). |
| 33 | Nguyễn Vũ Quỳnh Như and Nguyễn Van-Hop (2024). New Fuzzy Subtractive Clustering Approach: An Application of Order Allocation in E-Supply Chain System. International Journal of Logistics Systems and Management, 48(2), 279–295. ISSN: 17427967, 17427975. https://doi.org/10.1504/IJLSM.2021.10044725 (SCOPUS). |
| 32 | Truong Tran Mai Anh and Nguyen Van-Hop (2024). Matheuristics for mixed-model assembly line balancing problem with fuzzy stochastic processing time. Applied Soft Computing, 160, 111694, 1-42. https://authors.elsevier.com/sd/article/S1568-4946(24)00468-X. (SCIE-Q1). |
| 31 | Do Thi Thanh Tuyen and Nguyen Van-Hop, (2023). A Dynamic Game Approach for Vehicle Routing Problem with Returns. Engineering Optimization, 55 (6), 891–906. ISSN: 0305-215X, 1029-0273. https://doi.org/10.1080/0305215X.2022.2048829. (SCIE-Q2). |
| 30 | Nguyễn Van-Hop (2023). Searching for the Best Profit-Sharing Allocation in a Multi-Echelon Supply Chain. European Journal of Industrial Engineering, 17(1), 148–167. ISSN: 1751-5262, 1751-5254 . (SCIE-Q2). |
| 29 | Nguyen Van-Hop, (2023). A Hierarchical Heuristic Algorithm For Multi-Objective Order Allocation Problem Subject To Supply Uncertainties. Journal of Industrial and Production Engineering, 40 (5), 343-359, https://doi.org/10.1080/21681015.2023.2200611 (SCIE-Q1). |
| 28 | Nguyễn Thị Mỹ Hạnh, Jen Ming Chen, Nguyễn Van-Hop (2022). Pricing Strategy and order quantity allocation with price-sensitive demand in three-echelon supply chain. Expert Systems with Applications. 206,117873, 1-18. https://doi.org/10.1016/j.eswa.2022.117873. (SCIE-Q1). |
| 27 | Le Mai Thi, Truong Tran Mai Anh, and Nguyen Van-Hop, (2022). An improved hybrid metaheuristics and rule-based approach for flexible job-shop scheduling subject to machine breakdowns. Engineering Optimization, 55(9), 1535-1555, ISSN: 0305-215X, 1029-0273. https://doi.org/10.1080/0305215X.2022.2098283. (SCIE-Q2). |
| 26 | Luong Thu Trang and Nguyen Van-Hop. Modeling of Empty Containers Reposition Problem (2022). International Journal of Logistics Systems and Management, 2022, 42(4), 441-468. DOI: 10.1504/IJLSM.2020.10031865. (SCOPUS). |
| 25 | Nguyen Van-Hop, (2022). Ranking Fuzzy Numbers Based on Relative Positions and Shape Characteristics. Expert Systems With Applications, 191, 116312, 1-12. (SCIE-Q1). |
| 24 | Bui Khanh Van and Nguyen Van-Hop, (2021). Genetic Algorithm with Initial Sequence for Parallel Machines Scheduling with Sequence Dependent Setup Times Based on Earliness- Tardiness. Journal of Industrial and Production Engineering. 38 (1), 8-28. https://doi.org/10.1080/ 21681015. 1829111. (SCIE-Q1). |
| 23 | Nguyen Hoang Son and Nguyen Van-Hop, (2021). A Hybrid Meta-Heuristics Approach for Supplier Selection and Order Allocation Problem for Supplying Risks of Recycled Raw Materials. International Journal of Industrial Engineering Computations,12 (2), 177-190. https://doi.org/10.5267/j.ijiec.2020.12.001. (SCIE- Q2). |
| 22 | Dang Cong Hop, Nguyen Van-Hop, and Truong Tran Mai Anh, (2021). Adaptive Particle Swarm Optimization for Integrated Quay Crane and Yard Truck Scheduling Problem. Computers and Industrial Engineering, 153, 107075, 1-12. https://doi.org/10.1016/J.CIE.2020.107075. (SCIE-Q1). |
| 21 | Nguyễn Van-Hop and Phan Phi Phụng, (2021). Adaptive Inertia Weight Particle Swarm Optimization for a Multi-Objective Capacitated Vehicle Routing Problem with Time Window in Air Freight Forwarding. International Journal of Logistics Systems and Management, 40(3), 423-442. https://doi.org/10.1504/IJLSM.2021.120251. (SCOPUS) |
| 20 | Van-Hop, Nguyen, (2020). Solving Fully Fuzzy Multi-Objective Linear Programming Problems with Fuzzy Dominant Degrees. Journal of Intelligent and Fuzzy Systems, 39 (3), 3577–3595. https://doi.org/10.3233/JIFS-191888. (SCIE-Q2). |
| 19 | Nguyen Van-Hop (2018), Fuzzy-Stochastic Multi-Objective Supply Chain Coordination Models. International Journal of Advanced Production and Industrial Engineering, 3(3), 17-28. |
| 18 | Coene S., Nguyen Van-Hop, (2008), Joris van de Klundert and Frits C.R. Spieksma, A note on a motion control problem for a placement machine, Operations Research –Spektrum, 30(3), 535-549. https://doi.org/10.1007/s00291-007-0088-1. (SCIE-Q1) |
| 17 | Nguyen Van-Hop, (2007), Fuzzy Stochastic Goal Programming Problems, European Journal of Operational Research, 176 (1), 77-86. https://doi.org/10.1016/j.ejor.2005.09.023. (SCIE-Q1). |
| 16 | Nguyen Van-Hop, (2007), Solving Linear Programming Problems under Fuzziness and Randomness Environment using Attainment Values, Information Sciences, 177(14), 2971-2984. https://doi.org/10.1016/j.ins.2007.01.032. (SCIE-Q1). |
| 15 | Nguyen Van-Hop, (2007). Solving fuzzy (stochastic) linear programming problems using superiority and inferiority measures. Information Sciences, 177(9), 1977-1991. https://doi.org/10.1016/j.ins.2006.12.001. (SCIE-Q1). |
| 14 | Nguyen Van-Hop, (2006), A heuristic solution for fuzzy mixed-model line balancing problem. European Journal of Operational Research, 168(3), 798-810. https://doi.org/10.1016/j.ejor.2004.07.029. (SCIE-Q1) |
| 13 | Ruengsak Kawtummachai and Nguyen Van-Hop, (2005). Order Allocation in a multiple-supplier environment. International Journal of Production Economics, 93-94, 231-238. https://doi.org/10.1016/j.ijpe.2004.06.022. (SCIE – Q1). |
| 12 | Nguyen Van-Hop and Ruengsak K, (2005). Fuzzy estimation for manufacturing flexibility. International Journal of Production Research, 43(17), 3605-3617. https://doi.org/10.1080/00207540500142878. (SCIE-Q1). |
| 11 | Chatpon Mongkalig, Mario T. Tabucanon, and Nguyen Van-Hop, (2005). Heuristics for Job Shop Scheduling Problems with Progressive Weighted Tardiness Penalties and Overlapping Sequence-dependent Setup Times. Industrial Engineering and Management Systems, 4(1), 9-30. http://www.iemsjl.org/journal/list.php?vol=4&no=1. (SCOPUS). |
| 10 | Nguyen Van-Hop and M.T.Tabucanon, (2005). Adaptive Genetic Algorithm for Lot Sizing Problem with Self-adjustment Operation Rate. International Journal of Production Economics, 98(2), 129-135. https://doi.org/10.1016/j.ijpe.2004.05.016. (SCIE – Q1). |
| 9 | Nguyen Van-Hop, (2005). The Tool Switching Problem with Magazine Capacity and Tool Size Constraints. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 35(5), 617-628. https://doi.org/10.1109/TSMCA.2004.832824. (SCIE-Q1). |
| 8 | Nguyen Van-Hop, (2004). An Approach to Measure the Mix Response Flexibility of Manufacturing Systems. International Journal of Production Research, 42(7), 1407-1418. https://doi.org/10.1080/00207540310001638064. (SCIE-Q1). |
| 7 | Nguyen Van-Hop and N.N.Nagaur, (2004). The scheduling problem of PCBs for multiple non-identical parallel machines. European Journal of Operational Research, 158, 577-594. https://doi.org/10.1016/S0377-2217(03)00376-X. (SCIE-Q1). |
| 6 | Nguyen Van-Hop, (2003), Board Sequencing and Component Loading Problem For a Single Machine in PCB Assembly Planning, International Journal of Production Research, 41(18), 4299-4315. https://doi.org/10.1080/0020754031000149284. (SCIE-Q1). |
| 5 | Nguyen Van Hop and M.T.Tabucanon, (2001), Multiple Criteria for Solving Feeder Assignment and Sequence Problem in PCB Assembly, Production Planning and Control, 12 (8), 736-744. https://doi.org/10.1080/09537280010024883. (SCIE-Q1). |
| 4 | Nguyen Van-Hop and M.T.Tabucanon, (2001), An Extended Dynamic Point Specification Approach to Sequencing Robot Moves for PCB Assembly, International Journal of Production Research, 35(8), 1671-1687. https://doi.org/10.1080/00207540010024113. (SCIE-Q1). |
| 3 | Nguyen Van-Hop and Pham Hong Hanh, (2001). Agents with Genders for Inventory Planning in E-management. Lecture Notes in Artificial Intelligence, Springer-Verlag, 2056, 267-277. https://doi.org/10.1007/3-540-45153-6_26. (SCOPUS). |
| 2 | Nguyen Van-Hop and M.T.Tabucanon, (2001), Set-up Problem for a Line of Machines in PCB Assembly Process Planning: A Multiple Criteria Decision Making Approach, International Journal of Computer Integrated Manufacturing,14(4), 343-352. https://doi.org/10.1080/09511920010000156. (SCIE-Q1). |
| 1 | Nguyen Van-Hop and M.T.Tabucanon, (2000), Fuzzy Multi-attribute Decision Making for Grouping of Electronic Components in Process Planning, Production Planning and Control, 11(7), 677-688. https://doi.org/10.1080/095372800432142. (SCIE-Q1). |
Conference Papers
28 | Nguyen Phuoc Kim Han and Nguyen Van Hop, (2024). REAL-TIME PROJECT SCHEDULING UNDER UNCERTAIN ACTIVITY DURATION. EAI ICRESM 2024 – 2nd EAI International Conference on Renewable Energy and Sustainable Manufacturing November 2-3, 2024, Ho Chi Minh City, Vietnam. |
27 | Do Hong Nhat, Nguyen Hang Giang Anh, Nguyen Van Hop, (2024). HIERARCHICAL FLEXIBLE PROJECT SCHEDULING UNDER MULTI-MODE UNCERTAIN RESOURCES AND DURATIONS. EAI ICRESM 2024 – 2nd EAI International Conference on Renewable Energy and Sustainable Manufacturing November 2-3, 2024, Ho Chi Minh City, Vietnam |
26 | Nguyen Thuy Trang and Nguyen Van Hop, (2024). Fuzzy Reference Best Worst Method for Multi-Criteria Decision Making. EAI ICRESM 2024 – 2nd EAI International Conference on Renewable Energy and Sustainable Manufacturing November 2-3, 2024, Ho Chi Minh City, Vietnam. |
25 | Nguyen Le Tuong and Nguyen Van Hop, (2024). Gaussian Process Regression and Seasonal Autoregressive Integrated Moving Average Approach for Dynamic Hybrid Blood Prediction Model. EAI ICRESM 2024 – 2nd EAI International Conference on Renewable Energy and Sustainable Manufacturing November 2-3, 2024, Ho Chi Minh City, Vietnam. |
24 | Đỗ Hồng Nhật and Nguyễn Văn Hợp, (2023). Flexible multi-objective project scheduling with multiple types of resource constraints under uncertainty. The 17th International Congress on Logistics and SCM Systems, Seoul, Korea, August 9-12, 2023. |
23 | N. M. Tuan, H. T. K. Chi and N. Van Hop, (2022). A Hybrid Machine Learning Approach in Predicting E-Commerce Supply Chain Risks. The IEEE 14th International Conference on Knowledge and Systems Engineering (KSE), 2022, pp. 1-6, doi: 10.1109/KSE56063.2022.9953787. |
22 | V. G. Thao, H. T. K. Chi and N. V. Hop, (2022). Combining Blockchain with an E-Kanban System for Pull Leveling of an Assembly Line. The IEEE 14th International Conference on Knowledge and Systems Engineering (KSE), 2022, pp. 1-6, doi: 10.1109/KSE56063.2022.9953614. |
21 | Nguyen Van Hop. Fuzzy Stochastic Multi-Attribute Decision Making with Composite Stochastic Measures and Superiority/Inferiority Degrees. Proceedings of The International Conference On Logistics And Industrial Engineering, HCMC, Vietnam. 2019. |
20 | Do Trang Thanh Hau, Nguyen Van Hop. New Multiple Objectives Model for Order Allocation Problem Subject to Risks for Coffee Supply. Proceedings of The International Conference on Logistics and Industrial Engineering, HCMC, Vietnam. 2019. |
19 | Nguyen Van Hop and Nguyen Huynh Phuong Nam. Fuzzy Analytical Hierarchical Process For Hub-Location Selection Using Superior And Inferior Degree And Dominance Measure. Proceedings of The 13th International Congress On Logistics And SCM Systems, HCMC, Vietnam. 2018. |
18 | Trần Thị Hoàng Diệp and Nguyen Van Hop. Heterogeneous Fleet Vehicle Routing Problem With Time Window and Backlog Orders: an Ant Colony Optimization Approach. Proceedings of The 13th International Congress On Logistics And SCM Systems, HCMC, Vietnam. 2018. |
17 | Nguyen Van Hop, Sumate N., Patantip N., and Sitawatch N. Modifying Integrated Model for Manufacturing Process Improvement. International Conference on Simulation and Modelling, Bangkok, Thailand. 2005. |
16 | Nguyen Van Hop and Ruengsak Kawtummachai. Adaptive Forecasting Models for Single and Multiple Items. The 33rd International Conference on Computers and Industrial Engineering, Jeju, Korea. March 2004. |
15 | Nguyen Van Hop and Ruengsak Kawtummachai (2004). Scheduling Problem on Multiple Identical Parallel Machines in Electronics Assembly Systems. The 33rd International Conference on Computers and Industrial Engineering, Jeju, Korea. |
14 | Nguyen Van Hop. The Lot-Sizing Problem with Fuzzy Demand, CISIM’03 International Conference on Computer Information Systems and Industrial Management Applications, Elk, Poland, June 26-28, 2003. |
13 | Van Hop Nguyen and G.K. Janssens, Parametric analysis of a genetic algorithm for the setup problem in PCB assembly. In: Proceedings of the International Conference on Industrial Engineering and Production Management – Volume 1, May 26-28, pp. 545-552. Porto, Portugal. 2003. |
12 | Nguyen Van Hop. Scheduling Problem for a Single Flexible Manufacturing Machine, The Twelfth International Working Seminar on Production Economics, IGLS2002, Innsbruck, Austria. February 2002. |
11 | Nguyen Van Hop and Ruengsak Kawtummachai. Integrated Supply Chain Coordination with Deterministic Time-Varying Demand Rate. 12th International Symposium on Inventories, Budapest, Hungary. August 19 -24th, 2002. |
10 | Nguyen Van Hop and Ruengsak Kawtummachai. An Aggregated Precedence Diagram in Fuzzy Mixed-Model Line Balancing Problem. The 9th International Multi-Conference: Advanced Computer Systems, International Conference on Production System Design, Supply Chain Management and Logistics; Miedzyzdroje, Poland. October 23- 25,2002. |
9 | Ruengsak Kawtummachai and Nguyen Van Hop. MRP Based Inventory Cost Reduction in A Supply Chain: Comparison of Inventory Policies. The 9th International Multi-Conference: Advanced Computer Systems, International Conference on Production System Design, Supply Chain Management and Logistics; Miedzyzdroje, Poland. October 23- 25, 2002. |
8 | Nguyen Van Hop and Worasing Rinsurongkawong. Coordinating Agents for Heterogeneous Agent-Based Systems in Supply Chain Management. The International Conference on Internet Computing (IC’2001), Monte Carlo Resort, Las Vegas, USA. June 25-28, 2001. |
7 | Nguyen Van Hop and Pham Hong Hanh. Agent-Based Genetic Solution for Lot Sizing Problem in Multistage Production. The International Conference on Production Research, Special ICPR-2000, Bangkok, Thailand. August 2000. |
6 | Nguyen Van Hop and Pham Hong Hanh. A Class of Quadratic Semi-assignment Problems in Clustering Application: A Genetic Algorithm Approach. The International Symposium on Quadratic Assignment Problem, Bangkok, Thailand., August 2000. |
5 | Nguyen Van Hop and Pham Hong Hanh. A Self-Guiding Derandomized Genetic Algorithm for Setup Problem in PCB Assembly. The 2000 International Conference on Artificial Intelligence, IC-AI’2000, Las Vegas, Nevada, USA. June 2000. |
4 | Pham Hong Hanh, Hien Nguyen, and Nguyen Van Hop. Environment and Means for Cooperation and Interaction in E-commerce Agent-based Systems on the Internet. The International Conference on Internet Computing 2000, IC’2000, Las Vegas, Nevada, USA. June 2000. |
3 | Nguyen Van Hop, M.T.Tabucanon and Do Quang Minh. PCB Assembly Sequence and Feeder Assignment Problem for the Case of Tchebyshev Robot Arm Motion: Part I- Basic Problem, The 2000 IEEE International Conference on Management of Innovation and Technology, ICMIT2000, Singapore. November 2000. |
2 | Nguyen Van Hop, M.T.Tabucanon and Do Quang Minh. PCB Assembly Sequence and Feeder Assignment Problem for the Case of Tchebyshev Robot Arm Motion: Part II- Models Development, The 2000 IEEE International Conference on Management of Innovation and Technology, ICMIT 2000, Singapore. November 2000. |
1 | Nguyen Van Hop and M.T.Tabucanon. A Two-Phase Heuristic Algorithm for PCB Assembly Sequencing, The 10th International DAAAM Symposium, Vienna University of Technology, Vienna, Austria. 21-23rd October 1999. |
