VINIF.2024.DA072 – Optimizing supply chain operations integrating data-driven customer behavior

Principal Investigator
Dr. HA Minh Hoang
Host Organization:
National Economics University

Objectives:

The project has the following specific goals:
– Introduce to the interdisciplinary research community between data science, operations research, econometrics, and supply chain management new and challenging research topics
– Propose new approaches, methods and algorithms to effectively solve these problems
– Build a new generation of young experts, lecturers, and researchers with interdisciplinary expertise, improve the quality of teaching in the field of logistics and supply chain management at Vietnamese universities, especially economics schools
– Increase awareness of society, community, and businesses operating and providing supply chain management services on the application of technology to optimize operations, increase labour productivity, and minimize negative impacts of business and production on the environment and traffic conditions
– Providing software and tools for research, teaching, and application of science and technology in supply chain management
– Commercialize products, build start-up companies in the field of supply chain management.

Principal Investigator
Dr. HA Minh Hoang
Host Organization:
National Economics University

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Expect Progress
16/12/2024
16/12/2025
Phase 1

– 01 Technical report on mathematical models and exact solution methods for FLP problems with different selection models (intermediate product)
– 01 Technical report on heuristic algorithms to solve FLP problems with different selection models (intermediate product)
– 02 manuscripts of articles solving problems studied in phase 1 submitted for publication in A/A* ranked conferences or Q1 journals
– 01 article accepted for publication in Q1 journals or A/A* ranked conferences on research contents in phase 1
– 01 article accepted for publication in other international or national journals or conferences on research contents in phase 1

16/12/2026
Phase 2

– 01 Technical report on mathematical models and exact solution methods for VRP problems with different choice models (intermediate product)
– 01 Technical report on heuristic algorithms to solve VRP problems with different choice models (intermediate product)
– 01 manuscript submitted to A/A* ranked conferences or Q1 journals on research contents in phases 1 and 2.

– 02 articles accepted for publication in Q1 journals or A/A* ranked conferences on research contents in phases 1 and 2.
– 01 article accepted for publication in other international and national journals and conferences on research contents in phases 1 and 2.
– 01 Web-based data collection system to collect and analyze customer choice behavior (final product)

15/12/2027
Phase 3

– 01 Technical report on mathematical models and exact solution methods for the IMP problem with different selection models (intermediate product)
– 01 Technical report on heuristic algorithms to solve the IMP problem with different selection models (intermediate product)
– 02 articles accepted for publication in Q1 journals or A/A* ranked conferences on research contents in phases 1, 2 and 3
– 01 Web-based system to calculate, display, analyze the results of solving one of the problems that have been successfully researched in the project (final product)
– 01 Final report

Real Progress
16/12/2024
16/12/2025
Phase 1
16/12/2026
Phase 2
15/12/2027
Phase 3

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