Detection of Detrimental Weak Emergent Behavior Considering Operational Factors: A Case Study in Search and Rescue

IF 4 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
R. A. Haugen;S. Kokkula;A. Ghaderi;G. Muller;E. Syverud
{"title":"Detection of Detrimental Weak Emergent Behavior Considering Operational Factors: A Case Study in Search and Rescue","authors":"R. A. Haugen;S. Kokkula;A. Ghaderi;G. Muller;E. Syverud","doi":"10.1109/JSYST.2024.3521477","DOIUrl":null,"url":null,"abstract":"This article applies the design of experiments approach for detecting detrimental weak emergent behavior of an autonomous surface vessel operating in a dynamic environment on a search and rescue mission. The research utilizes orthogonal arrays in combination with regression analysis to systematically test the parameter space of an engineered system function. We explored the parameter space of interest and detected where the system model does not comply with a defined measure of effectiveness. The findings from this case study suggest that these methods enable a systematic exploration of the system's parameter space, allowing for the effective detection of detrimental weak emergent behavior. This approach potentially enhances test coverage, expands system operating knowledge and facilitates mitigation efforts more efficiently.","PeriodicalId":55017,"journal":{"name":"IEEE Systems Journal","volume":"19 1","pages":"43-54"},"PeriodicalIF":4.0000,"publicationDate":"2025-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Systems Journal","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10827817/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

This article applies the design of experiments approach for detecting detrimental weak emergent behavior of an autonomous surface vessel operating in a dynamic environment on a search and rescue mission. The research utilizes orthogonal arrays in combination with regression analysis to systematically test the parameter space of an engineered system function. We explored the parameter space of interest and detected where the system model does not comply with a defined measure of effectiveness. The findings from this case study suggest that these methods enable a systematic exploration of the system's parameter space, allowing for the effective detection of detrimental weak emergent behavior. This approach potentially enhances test coverage, expands system operating knowledge and facilitates mitigation efforts more efficiently.
考虑操作因素的弱应急行为检测:以搜救为例
本文采用实验设计的方法来检测在动态环境中执行搜索和救援任务的自主水面舰艇的有害弱紧急行为。本研究采用正交阵列与回归分析相结合的方法,对工程系统功能的参数空间进行系统检验。我们探索了感兴趣的参数空间,并检测了系统模型不符合定义的有效性度量的地方。本案例研究的结果表明,这些方法能够系统地探索系统的参数空间,从而有效地检测有害的弱紧急行为。这种方法潜在地提高了测试覆盖率,扩展了系统操作知识,并更有效地促进了缓解工作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
IEEE Systems Journal
IEEE Systems Journal 工程技术-电信学
CiteScore
9.80
自引率
6.80%
发文量
572
审稿时长
4.9 months
期刊介绍: This publication provides a systems-level, focused forum for application-oriented manuscripts that address complex systems and system-of-systems of national and global significance. It intends to encourage and facilitate cooperation and interaction among IEEE Societies with systems-level and systems engineering interest, and to attract non-IEEE contributors and readers from around the globe. Our IEEE Systems Council job is to address issues in new ways that are not solvable in the domains of the existing IEEE or other societies or global organizations. These problems do not fit within traditional hierarchical boundaries. For example, disaster response such as that triggered by Hurricane Katrina, tsunamis, or current volcanic eruptions is not solvable by pure engineering solutions. We need to think about changing and enlarging the paradigm to include systems issues.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信