SEAIFLMar 17, 2022

Overview of Test Coverage Criteria for Test Case Generation from Finite State Machines Modelled as Directed Graphs

arXiv:2203.09604v110 citationsh-index: 25
AI Analysis

It addresses the lack of a comprehensive summary for test engineers in software and IoT systems, but it is incremental as it focuses on reviewing existing criteria.

This paper provides an overview of 14 common test coverage criteria and their synonyms for Finite State Machines modeled as directed graphs, summarizing and comparing them regarding subsumption, equivalence, or non-comparability to aid in setting test strategies.

Test Coverage criteria are an essential concept for test engineers when generating the test cases from a System Under Test model. They are routinely used in test case generation for user interfaces, middleware, and back-end system parts for software, electronics, or Internet of Things (IoT) systems. Test Coverage criteria define the number of actions or combinations by which a system is tested, informally determining a potential "strength" of a test set. As no previous study summarized all commonly used test coverage criteria for Finite State Machines and comprehensively discussed them regarding their subsumption, equivalence, or non-comparability, this paper provides this overview. In this study, 14 most common test coverage criteria and seven of their synonyms for Finite State Machines defined via a directed graph are summarized and compared. The results give researchers and industry testing engineers a helpful overview when setting a software-based or IoT system test strategy.

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