DebugNS:在模拟器中寻找bug的新奇搜索

2023 IEEE/ACM International Workshop on Genetic Improvement (GI) Pub Date : 2023-05-01 DOI:10.1109/GI59320.2023.00012

David Griffin, S. Stepney, Ian T. Vidamour

{"title":"DebugNS:在模拟器中寻找bug的新奇搜索","authors":"David Griffin, S. Stepney, Ian T. Vidamour","doi":"10.1109/GI59320.2023.00012","DOIUrl":null,"url":null,"abstract":"Novelty search is used to find a range of novel behaviours in a system. Software bugs are behaviours that are a) unexpected and b) incorrect. As the intersection between “novel” and “unexpected” is non-empty, here we overview how novelty search can be employed to find bugs in simulation software. We give an example of this approach applied to the RingSim simulator.","PeriodicalId":414492,"journal":{"name":"2023 IEEE/ACM International Workshop on Genetic Improvement (GI)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"DebugNS: Novelty Search for Finding Bugs in Simulators\",\"authors\":\"David Griffin, S. Stepney, Ian T. Vidamour\",\"doi\":\"10.1109/GI59320.2023.00012\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Novelty search is used to find a range of novel behaviours in a system. Software bugs are behaviours that are a) unexpected and b) incorrect. As the intersection between “novel” and “unexpected” is non-empty, here we overview how novelty search can be employed to find bugs in simulation software. We give an example of this approach applied to the RingSim simulator.\",\"PeriodicalId\":414492,\"journal\":{\"name\":\"2023 IEEE/ACM International Workshop on Genetic Improvement (GI)\",\"volume\":\"30 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 IEEE/ACM International Workshop on Genetic Improvement (GI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/GI59320.2023.00012\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE/ACM International Workshop on Genetic Improvement (GI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GI59320.2023.00012","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 1

摘要

新颖性搜索用于在系统中找到一系列新颖的行为。软件bug是指a)意外和b)不正确的行为。由于“新奇”和“意想不到”之间的交集不是空的，在这里我们概述如何使用新奇搜索来查找仿真软件中的错误。我们给出了一个应用于RingSim模拟器的示例。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

DebugNS: Novelty Search for Finding Bugs in Simulators

Novelty search is used to find a range of novel behaviours in a system. Software bugs are behaviours that are a) unexpected and b) incorrect. As the intersection between “novel” and “unexpected” is non-empty, here we overview how novelty search can be employed to find bugs in simulation software. We give an example of this approach applied to the RingSim simulator.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2023 IEEE/ACM International Workshop on Genetic Improvement (GI)

自引率

0.00%

发文量