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 en_US
收錄於
會議性質 國際
校內研討會地點 無
研討會時間 20140924~20140926
通訊作者
國別 POL
公開徵稿
出版型式
出處 Proceedings of the Intelligent Systems' 2014
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/107212 )