创客模式下农产品的电商冷链配送优化研究
|
摘要
为了解决农产品电商冷链配送的优化问题,首先从可持续发展的角度出发,基于新鲜易腐农产品的特点,将电商冷链配送问题建模为以最小化总成本为目标的全局优化模型.然后设计了一种启发式的混合遗传算法来求解该优化问题.最后,利用来源于环巢湖地区的真实数据验证了文中模型的有效性.
In this paper,in order to solve the optimization problem of cold chain distribution in agricultural products e-commerce,firstly,from the perspective of sustainable development,the cold chain distribution problem in e-commerce is modeled as a global optimization model aiming at minimizing the total cost based on the characteristics of fresh and perishable agricultural products.Then,a heuristic hybrid genetic algorithm is designed to solve the optimization problem.Finally,the validity of the model is verified by real data from the area around Chaohu Lake.
In this paper,in order to solve the optimization problem of cold chain distribution in agricultural products e-commerce,firstly,from the perspective of sustainable development,the cold chain distribution problem in e-commerce is modeled as a global optimization model aiming at minimizing the total cost based on the characteristics of fresh and perishable agricultural products.Then,a heuristic hybrid genetic algorithm is designed to solve the optimization problem.Finally,the validity of the model is verified by real data from the area around Chaohu Lake.
引文
[1]GRACE D.Food safety in low and middle income countries[J].International Journal of Environmental Research&Public Health,2015,12(9):10490-10507.
[2]WANG S,TAO F,SHI Y,et al.Optimization of Vehicle routing problem with time windows for cold chain logistics based on carbon tax[J].Sustainability,2017,9(5):694.
[3]GUO,H X,SHAO M.Process reengineering of cold chain logistics of agricultural products based on low-carbon economy[J].Asian Agricultural Research,2012,5(2):59-62.
[4]VIJI P,VISNUVINAYAGAM S,MOHAN C O,et al.Lipid Oxidation and biochemical quality of indian mackerel during frozen storage:effect of previous treatment with plant extracts[J].Journal of Food Biochemistry,2016,41:108-112.
[5]甘泉,姜萱.成本优化视角下连锁企业配送中心的选址研究---以巢湖市四树超市为例[J].中国商论,2014(21):29-34.
[2]WANG S,TAO F,SHI Y,et al.Optimization of Vehicle routing problem with time windows for cold chain logistics based on carbon tax[J].Sustainability,2017,9(5):694.
[3]GUO,H X,SHAO M.Process reengineering of cold chain logistics of agricultural products based on low-carbon economy[J].Asian Agricultural Research,2012,5(2):59-62.
[4]VIJI P,VISNUVINAYAGAM S,MOHAN C O,et al.Lipid Oxidation and biochemical quality of indian mackerel during frozen storage:effect of previous treatment with plant extracts[J].Journal of Food Biochemistry,2016,41:108-112.
[5]甘泉,姜萱.成本优化视角下连锁企业配送中心的选址研究---以巢湖市四树超市为例[J].中国商论,2014(21):29-34.