• Title/Summary/Keyword: 뮤테이션 테스팅

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Automatic Test Data Generation for Mutation Testing Using Genetic Algorithms (유전자 알고리즘을 이용한 뮤테이션 테스팅의 테스트 데이터 자동 생성)

  • 정인상;창병모
    • The KIPS Transactions:PartD
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    • v.8D no.1
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    • pp.81-86
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    • 2001
  • one key goal of software testing is to generate a 'good' test data set, which is consideres as the most difficult and time-consuming task. This paper discusses how genetic algorithns can be used for automatic generation of test data set for software testing. We employ mutation testing to show the effectiveness of genetic algorithms (GAs) in automatic test data generation. The approach presented in this paper is different from other in that test generation process requireas no lnowledge of implementation details of a program under test. In addition, we have conducted some experiments and compared our approach with random testing which is also regarded as a black-box test generation technique to show its effectiveness.

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MuGenFBD: Automated Mutant Generator for Function Block Diagram Programs (MuGenFBD: 기능 블록 다이어그램 프로그램에 대한 자동 뮤턴트 생성기)

  • Liu, Lingjun;Jee, Eunkyoung;Bae, Doo-Hwan
    • KIPS Transactions on Software and Data Engineering
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    • v.10 no.4
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    • pp.115-124
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    • 2021
  • Since function block diagram (FBD) programs are widely used to implement safety-critical systems, effective testing for FBD programs has become important. Mutation testing, a fault-based testing, is highly effective in fault detection but computationally expensive. To support testers for FBD programs, we propose an automated mutant generator for FBD programs. We designed the MuGenFBD tool with the cost and equivalent mutant issues in consideration. We conducted experiments on real industrial examples to present the performance of MuGenFBD. The results show that MuGenFBD can generate mutants for FBD programs automatically with low probability of equivalent mutants and low cost. This tool can effectively support mutation analysis and mutation-adequate test generation for FBD programs.

Testing of Adapted Component Using Mutation Techniqies (뮤테이션 기법을 이용한 컴포넌트의 테스팅)

  • 마유승;장윤규;권용래
    • Proceedings of the Korean Information Science Society Conference
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    • 1999.10a
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    • pp.605-607
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    • 1999
  • 컴포넌트 기반 시스템 개발 과정은 크게 컴포넌트 선택, 변용, 통합의 세 단계로 이루어진다. 이 중 컴포넌트 변용은 범용목적으로 개발된 컴포넌트를 자신의 시스템의 조건에 맞도록 변경하는 과정으로 변용이 끝난 컴포넌트는 사용자 입장에서 제대로 동작하는지 테스트 되어야 한다. 이 논문에서는 변용이 끝난 컴포넌트의 뮤테이션 테스트 기법을 제시한다. 이를 위해 컴포넌트의 변용 유형을 살펴보고 여기서 나타날 수 있는 오류의 형태를 살펴 본 뒤 이를 발견할 수 있는 뮤테이션 변환 연산자를 정의한다.

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Comparison of Test Case Effectiveness Based on Dynamic Diagrams Using Mutation Testing (뮤테이션 테스트를 이용한 동적 다이어그램에 근거한 테스트 케이스의 효율 비교)

  • Lee, Hyuck-Su;Choi, Eun-Man
    • The KIPS Transactions:PartD
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    • v.16D no.4
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    • pp.517-526
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    • 2009
  • It is possible to indicate the complex design and execution of object-oriented program with dynamic UML diagram. This paper shows the way how to make several test cases from sequence, state, and activity diagram among dynamic UML diagram. Three dynamic UML diagrams about withdrawal work of ATM simulation program are drawn. Then different test cases are created from these diagrams using previously described ways. To evaluate effectiveness of test cases, mutation testing is executed. Mutants are made from MuClipse plug-in tool based on Eclipse which supports many traditional and class mutation operators. Finally we've got the result of mutation testing and compare effectiveness of test cases, etc. Through this document, we've known some hints that how to choose the way of making test cases.

An Equivalent Mutation Detection Method for Class-Level Mutation Analysis (클래스 수준 뮤테이션 분석을 위한 동등 뮤턴트 검출 기법)

  • Jang, Won-Ho;Ma, Yu-Seung;Kwon, Yong-Rae
    • Journal of KIISE:Computing Practices and Letters
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    • v.16 no.5
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    • pp.571-575
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    • 2010
  • Mutation testing is known as a very useful technique for measuring the effectiveness of a test data set and finding weak points of the test set. An equivalent mutant degrades the effectiveness of mutation testing. Elimination of equivalent mutants is a very important problem in mutation testing.In this paper, we proposed kinds of methods for detecting class-level equivalent mutants. These methods judge the equivalency of mutants through structural informations and behavioral information of the original program and mutants using static analysis. We found that our approach can detect not a few of equivalent mutants and expected that the cost of mutation testing can be saved considerably.