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Published on: December 9, 2012
Optimization of municipal solid waste transportation by integrating GIS analysis, equation-based, and agent-based
Khanh Nguyen-Trong1, Anh Nguyen-Thi-Ngoc2, Doanh Nguyen-Ngoc3
1Posts and Telecommunications Institute of Technology (PTIT) Hanoi, Vietnam.
This study proposes an optimized model for municipal solid waste (MSW) collection and transportation. The new model reduces MSW collection costs by 11.3% through efficient route planning.
Area of Science:
- Environmental Engineering
- Operations Research
- Urban Planning
Background:
- Rising urban populations increase municipal solid waste (MSW) generation.
- Current MSW collection and transportation systems face challenges due to land scarcity and resource limitations.
- Inefficient routing and lack of fixed routes contribute to overloaded waste management systems.
Purpose of the Study:
- To develop and present an optimized model for municipal solid waste collection and transportation.
- To integrate static optimization with dynamic multi-agent based modeling and simulation.
- To demonstrate the model's efficiency in a real-world case study.
Main Methods:
- Development of an optimized plan in a static context.
- Integration of the static plan into a dynamic context using multi-agent based modeling and simulation.
- Application and case study in Hagiang City, Vietnam.
Main Results:
- The proposed model successfully optimizes MSW collection routes.
- A significant reduction in MSW collection costs was achieved.
- The model demonstrated efficiency in a practical urban setting.
Conclusions:
- The optimized model offers a viable solution for improving urban waste management.
- Multi-agent based simulation effectively integrates static optimization into dynamic systems.
- The proposed approach leads to substantial cost savings in MSW collection.
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