期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2015
卷号：3
期号：6
DOI：10.15680/ijircce.2015.0306211
出版社：S&S Publications
摘要：This research work focuses on implementation of novel Concurrency Control methods using ArtificialNeural Networks (ANN) and Fuzzy Logic with applications to Computer Aided Design / Computer AidedManufacturing (CAD/CAM) database that involves more and unspecified duration of time to complete a transaction.Most of the transactions in the CAD/CAM data base include drawing entities to form a complete manufacturingdrawing, with processing and inventory details. In this research work, Artificial Neural Network method usingFunctional Update Back Propagation Algorithm (FUBPA) and Locally Weighted Projection Regression (LWPR) andFuzzy Logic have been used for implementing Concurrency Control while developing product Bearing using Autodeskinventor 9. This work ensures that associated parts cannot be accessed by more than one person due to locking. TheANN and Fuzzy Logic learn the objects and the type of transactions to be done. During testing performance, metricesare analyzed.
关键词：Concurrency Control; Functional Back Propagation Network; Locally Weighted Projection Regression;Fuzzy Logic; Bearing; Transaction Locks; Time Stamping.
