教師資料查詢 | 類別: 會議論文 | 教師: 廖述賢 LIAO SHU-HSIEN (瀏覽個人網頁)

標題:Multi‐Objective Dual‐Sale Channel Supply Chain Network Design Based on NSGA‐II
學年102
學期2
發表日期2014/06/03
作品名稱Multi‐Objective Dual‐Sale Channel Supply Chain Network Design Based on NSGA‐II
作品名稱(其他語言)
著者廖述賢; 何衛中
作品所屬單位
出版者
會議名稱IEA-AIE 2014
會議地點Kaohsiung, Taiwan
摘要In this study, we propose a two-echelon multi-objective dual-sale channel supply chain network (DCSCN) model. The goal is to determine (i) the set of installed DCs, (ii) the set of customers the DC should work with, how much inventory each DC should order and (iv) the distribution routes for physical retailers or online e-tailers (all starting and ending at the same DC). Our model overcomes the drawback by simultaneously tackling location and routing decisions. In addition to the typical costs associated with facility location and the inventory-related costs, we explicitly consider the pivotal routing costs between the DCs and their assigned customers. Therefore, a multiple objectives location-routing model involves two conflicting objectives is initially proposed so as to permit a comprehensive trade-off evaluation. To solve this multiple objectives programming problem, this study integrates genetic algorithms, clustering analysis, Non-dominated Sorting Genetic Algorithm II (NSGA-II). NSGA-II searches for the Pareto set. Several experiments are simulated to demonstrate the possibility and efficacy of the proposed approach.
關鍵字Supply chain management;Integrated supply chain design;Dual sale channel;Multiple objective evolutionary algorithm;NSGA-II
語言英文
收錄於
會議性質國內
校內研討會地點
研討會時間20140603~20140606
通訊作者
國別中華民國
公開徵稿
出版型式
出處IEA-AIE 2014
相關連結
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