Study of automatically generate test data based on evolutionary algorithm method

Zhag Yunlong, Ni Jian
<span title="2014-01-01">2014</span> <i title="Institute of Advanced Engineering and Science"> TELKOMNIKA Indonesian Journal of Electrical Engineering </i> &nbsp;
The study of automatically generate test data based on evolutionary algorithm method focuseson the path coverage direction. The key problem is how to construct a suitable and has a good orientation of the fitness function to evaluate the quality of a test data. This paper introduces several evolution test methods, shows its advantages and problemsit can effectively solve, and proposesan improved evolutionary test data generation method, which can generate better test data.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11591/telkomnika.v12i1.3342">doi:10.11591/telkomnika.v12i1.3342</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z2slgtzmhjgyjgkpxnuqnyogca">fatcat:z2slgtzmhjgyjgkpxnuqnyogca</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709113603/http://ijeecs.iaescore.com/index.php/IJEECS/article/download/3067/1090" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9f/fc/9ffc78b050fa35c9bf8174604f8557bdd62bc3e3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11591/telkomnika.v12i1.3342"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>