教師資料查詢 | 類別: 會議論文 | 教師: 鄭啟斌 Chi-Bin Cheng (瀏覽個人網頁)

標題:Customer order fulfillment based on a rolling horizon available-to-promise mechanism: solution by fuzzy approach and genetic algorithm
學年103
學期1
發表日期2014/09/24
作品名稱Customer order fulfillment based on a rolling horizon available-to-promise mechanism: solution by fuzzy approach and genetic algorithm
作品名稱(其他語言)
著者C.-B. Cheng; M.-T. Wu
作品所屬單位
出版者
會議名稱The Intelligent Systems' 2014
會議地點Warsaw, Poland
摘要This study attempts to solve a dynamic order promising problem, where customer requests arrive in a random fashion, and the producer processes customer orders on a batch basis. This decision process repeated for every predefined batching interval, and the current decision-making must take into account the previously committed orders. The problem is formulated as a mixed integer programming model with fuzzy constraints, which express the decision-maker’s subjective judgment regarding customer’s price tolerance. The proposed model embeds the advanced available-to-promise (AATP) concept to support accurate computation of profit and customer order promising. A genetic algorithm is developed to solve the problem. Experiments by computer simulations are carried out to demonstrate the proposed approach.
關鍵字Reverse auction;Bidding;Advanced available-to-promise;Fuzzy mathematical programming;Genetic algorithm
語言英文(美國)
收錄於
會議性質國際
校內研討會地點
研討會時間20140924~20140926
通訊作者
國別波蘭
公開徵稿
出版型式
出處Proceedings of the Intelligent Systems' 2014
相關連結
Google+ 推薦功能,讓全世界都能看到您的推薦!