A Capacitated Vehicle Routing Problem considering Satisfaction Level of Customers: A Genetic Algorithm
نویسنده
چکیده مقاله:
Capacitated vehicle routing problem (CVRP) is one of the most well-known and applicable issues in the field of transportation. It has been proved to be an NP-Complete problem. To this end, it is needed to develop a high-performance algorithm to solve the problem, particularly in large scales. This paper develops a novel mathematical model for the CVRP considering the satisfaction level of demand nodes. Then, the proposed model is validated using a numerical example and sensitivity analyses that are implemented by CPLEX solver/GAMS software. To solve the problem efficiently, a Genetic Algorithm (GA) is designed and implemented. The obtained results demonstrate that the proposed GA can yield high-quality solutions compared to exact solutions.
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عنوان ژورنال
دوره 10 شماره 1
صفحات 117- 127
تاریخ انتشار 2019-07
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