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Neural Networks Based Automated Test Oracle for Software Testing

机译:基于神经网络的自动测试软件测试Oracle

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A lot of test cases must be executed in statistical software testing to simulate the usage of software. Therefore automated oracle is needed to automatically generate the expected outputs for these test cases and compare the actual outputs with them. An attempt has been made in this paper to use neural networks as automated test oracle. The oracle generates the approximate output that is close to expected output. The actual output from the application under test is then compared with the approximate output to validate the correctness. By the method, oracle can be automated. It is of potential application in software testing.
机译:统计软件测试中必须执行许多测试用例,以模拟软件的用法。因此,需要自动预言机来自动生成这些测试用例的预期输出,并将实际输出与它们进行比较。本文尝试将神经网络用作自动测试预言机。 oracle生成接近预期输出的近似输出。然后将来自被测应用程序的实际输出与近似输出进行比较,以验证正确性。通过该方法,oracle可以自动化。它在软件测试中有潜在的应用。

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