Optimal stopping of multi-project software testing in the context of software cybernetics

被引:0
作者
蔡开元
机构
[1] Beijing University of Aeronautics and Astronautics
[2] Beijing China 100083
[3] Department of Automatic Control
关键词
multi-project software testing; optimal stopping problem; controlled Markov chain; software cybernetics;
D O I
暂无
中图分类号
TP311.5 [软件工程];
学科分类号
081202 ; 0835 ;
摘要
Software cybernetics explores the interplay between control theory/engineering and software theory/engineering. The controlled Markov chains (CMC) approach to software testing follows the idea of software cybernetics and treats software testing as a control problem. The software under test serves as a controlled object and the software testing strategy serves as the corresponding controller. The software under test and the software testing strategy make up a closed-loop feedback control system, and the theory of controlled Markov chains can be used to design and optimize software testing strategies in accordance with testing/reliability goals given a priori. In this paper we apply the CMC approach to the optimal stopping problem of multi-project software testing. The problem under consideration assumes that a single stopping action can stop testing of all the software systems under test simultaneously. The theoretical results presented in this paper describe how to test multiple software systems and whe
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页码:335 / 354
页数:20
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