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The phase of software development that is most time-consuming in software testing. It is desired to minimize the amount of effort expended while maximizing the number of faults detected. Therefore, the generation of test cases may be regarded as an optimization problem. One of the primary challenges in software testing is the automatic generation of test data that meets a specified adequacy criterion. The automatic generation of test cases will result in a significant reduction in costs and effort.

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Performance Improvement of Software Through Genetic Algorithm by Using Test Case Generation

  • 会议论文

  • 发表日期：

    2025年

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  • Thonta Ashwini,
  • Katta Subba Rao

摘要

The phase of software development that is most time-consuming in software testing. It is desired to minimize the amount of effort expended while maximizing the number of faults detected. Therefore, the generation of test cases may be regarded as an optimization problem. One of the primary challenges in software testing is the automatic generation of test data that meets a specified adequacy criterion. The automatic generation of test cases will result in a significant reduction in costs and effort.