DocumentCode :
509485
Title :
An Approach of Product Configuration Based on Decision Tree and Minimum Conflicts Repair Algorithm
Author :
Wei, Guangxing ; Qin, Yanhong
Author_Institution :
Sch. of Manage., Chongqing Jiaotong Univ., Chongqing, China
Volume :
1
fYear :
2009
fDate :
26-27 Dec. 2009
Firstpage :
126
Lastpage :
129
Abstract :
This paper develops a new approach of product configuration incorporating methods of decision tree and minimum conflicts repair algorithm. Firstly, the product decision tree is developed for certain category of products, in which the descriptive and interpretative requirements are taken as constraints to cut the branches of the product decision tree in order to obtain the product family meeting the customer needs best. Secondly, the method of case based reasoning is applied to search the product case matching the customer needs in the specific product family. Finally, the minimum conflicts repair algorithm is adopted to adjust the product case to satisfy the configuration constraints, by which the adaptation of product can be finished independently.
Keywords :
case-based reasoning; customer services; decision trees; case based reasoning; minimum conflicts repair algorithm; product configuration; product decision tree; Classification tree analysis; Conference management; Decision trees; Engineering management; History; Industrial engineering; Information management; Information retrieval; Innovation management; Manufacturing; case based reasoning; decision tree; minimum conflicts repair algorithm; product configuration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Management, Innovation Management and Industrial Engineering, 2009 International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-0-7695-3876-1
Type :
conf
DOI :
10.1109/ICIII.2009.37
Filename :
5370535
Link To Document :
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