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Optimization of Cold Chain Distribution Route with Mixed Time Window considering Customer Priority.
Shouchen Liu1,2, Cheng Zhang2
1School of Business Administration, Fujian Business University, Fuzhou 350012, China.
This study introduces a customer priority strategy for mixed time window vehicle routing optimization. The developed method effectively optimizes refrigerated truck routes, considering customer importance and delivery constraints.
Area of Science:
- Operations Research
- Logistics Management
- Supply Chain Optimization
Background:
- Vehicle routing problems with time windows are complex, especially with mixed time windows and customer prioritization.
- Cold chain logistics requires efficient routing to minimize costs and ensure product quality.
Purpose of the Study:
- To develop a customer differentiation management strategy for mixed time window vehicle routing optimization.
- To solve the cold chain distribution route optimization problem considering customer priority.
Main Methods:
- Established a comprehensive customer priority evaluation index.
- Applied DBSCAN clustering algorithm for customer priority analysis.
- Constructed fuzzy time windows using trapezoidal fuzzy numbers.
- Developed a mathematical programming model minimizing total costs (fixed, green, penalty, refrigeration, cargo damage).
- Utilized an improved genetic algorithm for model solving.
Main Results:
- The proposed method effectively solves the routing problem for refrigerated trucks with customer priority.
- Demonstrated the model's rationality through a case study of imported fruit distribution.
- Achieved optimization considering mixed time windows and customer importance.
Conclusions:
- The customer priority strategy provides a novel approach for refrigerated truck routing optimization.
- Findings offer practical insights for improving cold chain logistics efficiency and customer satisfaction.
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