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Updated: Jan 23, 2026

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Estimation of Contact Regions Between Hands and Objects During Human Multi-Digit Grasping
Published on: April 21, 2023
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Multi-Period Network Design Problem in Regional Hazardous Waste Management Systems
1School of Transportation and Logistics, Southwest Jiaotong University, Chengdu 611756, China. junzhao@swjtu.edu.cn.
Summary
This study optimizes hazardous waste management by designing a multi-period network to minimize costs and risks. The developed algorithm effectively balances these objectives, outperforming single-period approaches.
Area of Science:
- Environmental Engineering
- Operations Research
Background:
- Effective hazardous waste management requires strategic network design for recycling, treatment, and disposal facilities.
- Regional hazardous waste management involves complex multi-echelon, multi-period logistics and facility planning.
Purpose of the Study:
- To develop a bi-objective model for optimizing hazardous waste facility location and waste flow over time.
- To minimize both total cost and total risk in hazardous waste management networks.
- To evaluate the trade-offs between cost and risk in multi-period network design.
Main Methods:
- Formulation of a bi-objective mixed integer linear programming model for network design.
- Development of an augmented epsilon-constraint algorithm to solve the model.
- Inclusion of disposal center life cycle capacity and facility opening/closing dynamics.
- Computational analysis using a realistic case study.
Main Results:
- The augmented epsilon-constraint algorithm successfully identified distinct, uniformly distributed non-dominated solutions.
- The algorithm efficiently revealed the trade-off between total cost and total risk.
- Multi-period network optimization demonstrated superior objective quality compared to single-period optimization.
Conclusions:
- The proposed model and algorithm provide an effective approach for optimizing hazardous waste management networks.
- The study highlights the benefits of multi-period planning for hazardous waste facility network design.
- Efficiently managing hazardous waste requires balancing economic costs with environmental and safety risks.
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