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{"title":"覆盖测试中回路结构的启发式引导选择路径探索","authors":"Xuzhou Zhang, Yunzhan Gong, Yawen Wang","doi":"10.4018/IJOSSP.2017040104","DOIUrl":null,"url":null,"abstract":"Static program analysis is a strong technique for analyzing program behavior, but suffers from scalabilityproblem,suchaspathexplosionwhichiscausedbythepresenceofloopsandfunction calls.This article applies the selective executionmechanismandheuristic strategyonexploring pathsthroughloops.Thiscombinatorialstrategytriestoalleviatethepathexplosionproblemfrom threeaspects:1)exploringloopswithdifferentapproachesaccordingtotheirrelativepositiontoa specifictarget;2)combiningstaticanalysis,dynamicexecution,andsymbolicexecutiontodealwith theseparatedprogram;3)applyingaheuristicstrategyonofferingguidanceforthepathexploration. Theseapproachesareintegratedtoautomaticallygeneratepathsforspecifiedtargetsinloopstructure. Experimentalresultsshowthattheauthors’proposedstrategyisavailableforcombinationofdifferent loops.Itoutperformssomeexistingtechniquesonachievingbettercoverageforprogramscontaining loops,andisapplicableinengineering. KEywORdS Heuristic Strategy, Hybrid Strategy, Path Generation, Program Analysis, Symbolic Execution","PeriodicalId":53605,"journal":{"name":"International Journal of Open Source Software and Processes","volume":"33 1","pages":"59-75"},"PeriodicalIF":0.0000,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Heuristic Guided Selective Path Exploration for Loop Structure in Coverage Testing\",\"authors\":\"Xuzhou Zhang, Yunzhan Gong, Yawen Wang\",\"doi\":\"10.4018/IJOSSP.2017040104\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Static program analysis is a strong technique for analyzing program behavior, but suffers from scalabilityproblem,suchaspathexplosionwhichiscausedbythepresenceofloopsandfunction calls.This article applies the selective executionmechanismandheuristic strategyonexploring pathsthroughloops.Thiscombinatorialstrategytriestoalleviatethepathexplosionproblemfrom threeaspects:1)exploringloopswithdifferentapproachesaccordingtotheirrelativepositiontoa specifictarget;2)combiningstaticanalysis,dynamicexecution,andsymbolicexecutiontodealwith theseparatedprogram;3)applyingaheuristicstrategyonofferingguidanceforthepathexploration. Theseapproachesareintegratedtoautomaticallygeneratepathsforspecifiedtargetsinloopstructure. Experimentalresultsshowthattheauthors’proposedstrategyisavailableforcombinationofdifferent loops.Itoutperformssomeexistingtechniquesonachievingbettercoverageforprogramscontaining loops,andisapplicableinengineering. KEywORdS Heuristic Strategy, Hybrid Strategy, Path Generation, Program Analysis, Symbolic Execution\",\"PeriodicalId\":53605,\"journal\":{\"name\":\"International Journal of Open Source Software and Processes\",\"volume\":\"33 1\",\"pages\":\"59-75\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Open Source Software and Processes\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4018/IJOSSP.2017040104\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Computer Science\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Open Source Software and Processes","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4018/IJOSSP.2017040104","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Computer Science","Score":null,"Total":0}
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Heuristic Guided Selective Path Exploration for Loop Structure in Coverage Testing
Static program analysis is a strong technique for analyzing program behavior, but suffers from scalabilityproblem,suchaspathexplosionwhichiscausedbythepresenceofloopsandfunction calls.This article applies the selective executionmechanismandheuristic strategyonexploring pathsthroughloops.Thiscombinatorialstrategytriestoalleviatethepathexplosionproblemfrom threeaspects:1)exploringloopswithdifferentapproachesaccordingtotheirrelativepositiontoa specifictarget;2)combiningstaticanalysis,dynamicexecution,andsymbolicexecutiontodealwith theseparatedprogram;3)applyingaheuristicstrategyonofferingguidanceforthepathexploration. Theseapproachesareintegratedtoautomaticallygeneratepathsforspecifiedtargetsinloopstructure. Experimentalresultsshowthattheauthors’proposedstrategyisavailableforcombinationofdifferent loops.Itoutperformssomeexistingtechniquesonachievingbettercoverageforprogramscontaining loops,andisapplicableinengineering. KEywORdS Heuristic Strategy, Hybrid Strategy, Path Generation, Program Analysis, Symbolic Execution