多類型現(xiàn)金的押運(yùn)路線問題
發(fā)布時(shí)間:2018-12-24 07:27
【摘要】:以現(xiàn)金物流為研究背景,提出了一種基于在途風(fēng)險(xiǎn)的多類型現(xiàn)金的押運(yùn)路線優(yōu)化問題,以新幣配送均衡、舊幣回收和在途風(fēng)險(xiǎn)減少為優(yōu)化目標(biāo),建立了相應(yīng)的混合整數(shù)規(guī)劃模型,并設(shè)計(jì)了一種混合禁忌搜索算法進(jìn)行求解,其中禁忌搜索算法用以確定路線決策,嵌入的精確算法、貪心算法和混合貪心算法用以確定新幣配送決策、舊幣回收決策和風(fēng)險(xiǎn)決策。數(shù)值實(shí)驗(yàn)對問題特性和算法性能進(jìn)行了分析,結(jié)果表明:(1)新幣券別均衡優(yōu)化和舊幣回收導(dǎo)致在途風(fēng)險(xiǎn)增加;(2)混合禁忌搜索算法能求解更大規(guī)模的問題,并得到較好的解,嵌入算法很好地平衡了運(yùn)行時(shí)間和求解質(zhì)量。
[Abstract]:Based on the research background of cash logistics, this paper proposes a multi-type cash transportation route optimization problem based on the risk in transit. The optimization goal is to balance the distribution of the new currency, to recover the old currency and to reduce the risk on the way. The corresponding mixed integer programming model is established, and a hybrid Tabu search algorithm is designed to solve the problem, in which the Tabu search algorithm is used to determine the route decision and the embedded exact algorithm. The greedy algorithm and the mixed greedy algorithm are used to determine the distribution decision, the old money recovery decision and the risk decision. The results of numerical experiments show that: (1) New coin coupon equilibrium optimization and old coin recovery lead to increased risk on the way; (2) the hybrid Tabu search algorithm can solve the larger problem and get a better solution. The embedded algorithm balances the running time and the solution quality well.
【作者單位】: 西南交通大學(xué)經(jīng)濟(jì)管理學(xué)院;
【基金】:國家自然科學(xué)基金資助項(xiàng)目(71571150,71361006) 教育部人文社會科學(xué)研究資助項(xiàng)目(14YJA630026) 四川省哲學(xué)社會科學(xué)重點(diǎn)研究基地項(xiàng)目(QGXH15-05) 中央高;究蒲袠I(yè)務(wù)費(fèi)資助項(xiàng)目(26815WCX03) 成都市科技局資助項(xiàng)目(2015-RK00-00038-ZF)
【分類號】:O221.4
[Abstract]:Based on the research background of cash logistics, this paper proposes a multi-type cash transportation route optimization problem based on the risk in transit. The optimization goal is to balance the distribution of the new currency, to recover the old currency and to reduce the risk on the way. The corresponding mixed integer programming model is established, and a hybrid Tabu search algorithm is designed to solve the problem, in which the Tabu search algorithm is used to determine the route decision and the embedded exact algorithm. The greedy algorithm and the mixed greedy algorithm are used to determine the distribution decision, the old money recovery decision and the risk decision. The results of numerical experiments show that: (1) New coin coupon equilibrium optimization and old coin recovery lead to increased risk on the way; (2) the hybrid Tabu search algorithm can solve the larger problem and get a better solution. The embedded algorithm balances the running time and the solution quality well.
【作者單位】: 西南交通大學(xué)經(jīng)濟(jì)管理學(xué)院;
【基金】:國家自然科學(xué)基金資助項(xiàng)目(71571150,71361006) 教育部人文社會科學(xué)研究資助項(xiàng)目(14YJA630026) 四川省哲學(xué)社會科學(xué)重點(diǎn)研究基地項(xiàng)目(QGXH15-05) 中央高;究蒲袠I(yè)務(wù)費(fèi)資助項(xiàng)目(26815WCX03) 成都市科技局資助項(xiàng)目(2015-RK00-00038-ZF)
【分類號】:O221.4
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