NDLI: Optimal Reliability Allocation for Modular Software Systems Basis on Support Vector Clustering and Fuzzy Decision

Content Provider	IEEE Xplore Digital Library
Author	Yi Wan Chengwen Wu
Copyright Year	2009
Abstract	Support vector clustering algorithm and fuzzy decision are applied to optimizing reliability allocation model for modular software systems in this paper, The factor set of reliability level and the weight of factor are established and the membership degree of the software module-the factor is obtained using expert information and SVM optimum clustering by analyzing the influential factors of reliability allocation, appointed reliability index of software system is distributed rationally to the module and further synthesis decision-making based on attachment degree of every factor. Both reliability of whole system are ensured and production cost and development period are reduced. The model is simulated and calculated by the example for software reliability of electric-hydraulic proportional control system, decision shows reliability of position control and real-time management module is the biggest, secondly parameter control module, initialization preprocessing module, fault-diagnosis module respectively.
Starting Page	515
Ending Page	519
File Size	329910
Page Count	5
File Format	PDF
ISBN	9781424438358
DOI	10.1109/AICI.2009.146
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-11-07
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis Software algorithms Software reliability Information analysis Support vector machines Fuzzy sets Optimizing design Proportional control Clustering algorithms Control system synthesis Software systems Fuzzy decision Intelligent clustering Fuzzy systems
Content Type	Text
Resource Type	Article

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