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A Systematic Review of Agent-Based Test Case Generation for Regression Testing

机译：基于代理的用于回归测试的测试用例生成的系统综述

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摘要

There is an urgent need to create awareness about the potential benefits of using agents in software test case generation and to identify the need to develop agent-based regression testing techniques and approaches. It may help in reducing time and cost required for testing. This study reports systematic literature review of existing test case generation approaches for regression testing and agent-based software testing systems. The emphasis is articulated on agent-based regression test case generation. Further research directions are recommended. In the systematic literature review, we framed three sets of research questions. Based on our inclusion and exclusion criteria, we identified 115 potential research papers on test case generation in regression testing and agent-based software testing. We explored journals, international conferences, workshops and identified 59 studies in test case generation for regression testing and 56 studies in agent-based software testing. The data extracted from our study are classified into seven broader areas of agent-based software testing. Based on our systematic literature survey, we recognized available techniques, approaches, platforms as well as methodologies for regression test case generation and developing agent-based software testing systems. This study will benefit the researchers to carry forward their work in the domain of regression test case generation and agent-based software testing. To cut down on schedule and cost, mobile agent-based software testing can be a promising alternative.
机译：迫切需要提高对在软件测试用例生成中使用代理的潜在好处的认识，并确定开发基于代理的回归测试技术和方法的需求。它可以帮助减少测试所需的时间和成本。这项研究报告了针对回归测试和基于代理的软件测试系统的现有测试案例生成方法的系统文献综述。重点阐述了基于代理的回归测试用例的生成。建议进一步的研究方向。在系统的文献综述中，我们提出了三组研究问题。根据我们的纳入和排除标准，我们确定了115篇有关回归测试和基于代理的软件测试中测试案例生成的潜在研究论文。我们浏览了期刊，国际会议，讲习班，并确定了用于回归测试的测试用例生成中的59项研究，以及基于代理的软件测试中的56项研究。从我们的研究中提取的数据分为基于代理的软件测试的七个更广泛的领域。根据我们的系统文献调查，我们认识到了用于回归测试用例生成和开发基于代理的软件测试系统的可用技术，方法，平台以及方法。这项研究将有利于研究人员在回归测试用例生成和基于代理的软件测试领域中开展工作。为了减少进度和成本，基于移动代理的软件测试可能是一个有前途的选择。

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