郑州大学学报（理学版）2024，Vol.56Issue(1)：1-8,8.DOI:10.13705/j.issn.1671-6841.2022189
基于明考斯基最优距离的不完美排错SRGM决策机制
SRGM Decision Mechanism for Imperfect Debugging Based on Minkowski Optimal Distance
摘要
Abstract
In response to the lack of decision mechanism for software reliability growth model(SRGM),a SRGM decision method for imperfect debugging based on Minkowski optimal distance was proposed.First-ly,the actual software testing process and reliability model were analyzed to establish the SRGM categoriza-tion set from classification perspective.Secondly,the evaluation and selection of SRGM was formally de-scribed from the perspective of matrix analysis,and the double-optimal ranking method based on Minkowski's distance was proposed.Finally,the performance of the models was comprehensively evaluated and the per-formance bias order relationship was given.Experiments were conducted on four failure data sets which were recorded and publicly published in test process of actual computer applications to verify and elucidate the utility of the ranking mechanism among model performance,and parameter sensitivity analysis was per-formed to provide a quantitative reference for model decision-making.关键词
软件可靠性增长模型/不完美排错/决策机制/明考斯基距离Key words
software reliability growth model/imperfect debugging/decision mechanism/Minkowski distance分类
信息技术与安全科学引用本文复制引用
张策,王金勇,徐早辉,江文倩,白睿,李文毓,王建远..基于明考斯基最优距离的不完美排错SRGM决策机制[J].郑州大学学报（理学版）,2024,56(1):1-8,8.基金项目
国家自然科学基金项目(61473097) （61473097）
山东省自然科学基金项目(ZR2021MF067) （ZR2021MF067）
山西省基础研究计划(201801D121120) （201801D121120）
威海市科技发展计划(ITEAZMZ001807). （ITEAZMZ001807）
