—Our paper focuses on the generation of optimaltest sequences and test cases using Intelligent Agents forhighly reliable systems. Test sequences support test casegeneration for these types of systems. Our system is modeledthrough UML state charts. Conventional test generationtechniques do not worry about optimization and dynamicnature of such systems. In the case of highly reliableSoftware Testing, we can implement agents withsophisticated intellectual capabilities such as the ability toreason, learn, or plan. In our proposed approach, wedeveloped agents namely Intelligent Search Agent (ISA) foroptimal test sequence generation and Intelligent Test CaseOptimization Agent (ITOA) based on HGA for optimal testcase generation. Finally, we compared our results againstexisting algorithms. We registered our tool“IntelligenTester” under Java Research License (JRL)under the URL name https://intelligentester.dev.java.net.
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