Fresh agricultural product distribution path optimization based on improved artificial bee colony algorithm
Journal Title: 广东农业科学 - Year 2018, Vol 45, Issue 10
Abstract
In order to improve the logistics and delivery efficiency of fresh agricultural products and reduce the comprehensive cost in distribution process. In this paper, the objective of minimizing the total cost of delivery is to optimize the cost function by introducing the cost-of-time cost, combining the fixed cost of delivery, transportation cost and penalty cost. Based on the mathematical model, the improved artificial bee colony algorithm is used to solve the model. In the algorithm, the median selection strategy is adopted to replace the original roulette selection strategy, and the taboo list is introduced in the update phase of the solution, which effectively solves the problem that the algorithm is easy to fall prematurely into the local optimal problem and the convergence speed of the algorithm is increased by 40%.The validity of the model and the algorithm in this paper is validated by an example, they are approved to have some practical significance.
Authors and Affiliations
Tao WANG, Yu PAN
Keywords
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- EP ID EP601997
- DOI 10.16768/j.issn.1004-874X.2018.10.022
- Views 63
- Downloads 0
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