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基于選址與路徑優(yōu)化的應急物流系統(tǒng)研究

發(fā)布時間:2017-12-28 00:25

  本文關鍵詞:基于選址與路徑優(yōu)化的應急物流系統(tǒng)研究 出處:《蘭州交通大學》2014年碩士論文 論文類型:學位論文


  更多相關文章: 應急物流 模糊TOPSIS方法 選址與路徑優(yōu)化 遺傳算法 MATLAB


【摘要】:近年來發(fā)生各種突發(fā)事件的頻率不斷增加,已經(jīng)對我們人民的生命安全造成了巨大的隱患,對我國的經(jīng)濟發(fā)展造成了一定的影響,所以有必要對應急物流系統(tǒng)的研究提出更高的要求。鑒于此,本文主要研究了應急物流系統(tǒng)的選址與路徑優(yōu)化問題。選址與路徑優(yōu)化問題(location-routing problems, LRP)結合了物流配送中心選址問題與應急車倆救援路徑安排問題,是一個集合體,,并且隨著集成物流管理系統(tǒng)的發(fā)展,LRP問題已經(jīng)漸漸了當前的熱門研究之一。因此對LRP問題的研究,具有重要的現(xiàn)實意義,它不僅可以確定應急物流配送中心的最優(yōu)數(shù)量、位置以及容量,還可以安排最優(yōu)的運輸線路,使運輸時間最短,運輸成本最低。在應急物流系統(tǒng)中有兩項關鍵技術:應急物流中心的選址問題和應急車輛的路徑選址問題,此兩大關鍵技術目前大部分是分別解決的。因此,本文對應急物流系統(tǒng)的研究主要從以下三方面開展:首先由應急物流中心選址的原則及其影響因素建立其衡量標準;其次引入模糊TOPSIS法,由其思路建立應急物流中心選址模型,最后通過一個例子來說明該方法可以解決應急物流配送中心的選址問題。因為在自然災害等重大公共安全事件發(fā)生時,會增加應急路徑的安全隱患,即可能導致一些道路損毀,從而使救援車輛到達需求點的時間有一定的浮動,因此本文中將應急救援對時間的要求考慮為一個時間窗約束,建立了一個帶時間窗的模型。最后本文綜合考慮應急物流中心選址和應急路徑優(yōu)化,并設計了一個基于LRP問題的遺傳算法來求解LRP問題,并用MATLAB求解此算法,最后利用具體的例子來證明本研究的可操作性。
[Abstract]:In recent years, the frequency of various emergencies has been increasing. It has caused great potential problems to our people's life and safety, and has had a certain impact on the economic development of China. Therefore, it is necessary to put forward higher requirements for the research of emergency logistics system. In view of this, this paper mainly studies the problem of location and path optimization of emergency logistics system. Location routing problems (Location-Routing, problems, LRP) combined with the logistics distribution center location problem and two rescue emergency vehicle routing problem, is a collection, and with the development of integrated logistics management system, the LRP problem has been one of the hottest topics of the current gradually. Therefore, the research of LRP has important practical significance. It not only determines the optimal quantity, location and capacity of emergency logistics distribution center, but also arranges the best transportation routes, making transportation time shortest and transportation cost lowest. In the emergency logistics system, there are two key technologies: the location of emergency logistics centers and the location of emergency vehicles. Most of the two key technologies are solved separately. Therefore, the research on emergency logistics system, mainly from the following three aspects: to carry out the measure principle and influence factors of the first location by the emergency logistics center is established; secondly introduce the fuzzy TOPSIS method, by the way of establishing emergency logistics center location model, finally through an example to illustrate the method can solve the location problem of emergency logistics distribution center. Because of the occurrence of natural disasters in major public security incidents, security risks will increase the emergency path, could lead to some road damage, so that the rescue vehicle demand time to reach a certain degree of float, so this paper will rescue the requirements on time is considered as a time window constraint, a time zone window model. Finally, we consider the emergency logistics center location and emergency path optimization, and design a genetic algorithm based on LRP to solve the LRP problem, and use MATLAB to solve this algorithm. Finally, we use specific examples to prove the feasibility of this research.
【學位授予單位】:蘭州交通大學
【學位級別】:碩士
【學位授予年份】:2014
【分類號】:U492;F252

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