• DocumentCode
    3535984
  • Title

    Use of Clonal Selection Algorithm as Software Test Data Generation Technique

  • Author

    Pachauri, Ankur ; Gursaran, Gursaran

  • Author_Institution
    Dept. of Math., Dayalbagh Educ. Inst., Agra, India
  • fYear
    2012
  • fDate
    7-8 Jan. 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Clonal selection algorithm is an algorithm that belongs to the class of immune algorithm inspired form clonal selection principle of biological immune system. Initially clonal selection algorithm was designed for machine learning approach and was used in pattern recognition process of artificial intelligence. The other implementation of clonal selection algorithm is in the field of function optimization, which had gained a tremendous attention of the researchers. We too had used the clonal selection algorithm for the software test data generation technique for branch coverage with some modification according to the requirement.
  • Keywords
    biology computing; data handling; learning (artificial intelligence); pattern recognition; program testing; artificial intelligence; biological immune system; clonal selection algorithm; immune algorithm; machine learning approach; pattern recognition process; software test data generation technique; Algorithm design and analysis; Approximation methods; Cloning; Machine learning algorithms; Software; Software algorithms; Testing; Clonal Selection Algorithm; Path-prefix strategy; Software test data generation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computing & Communication Technologies (ACCT), 2012 Second International Conference on
  • Conference_Location
    Rohtak, Haryana
  • Print_ISBN
    978-1-4673-0471-9
  • Type

    conf

  • DOI
    10.1109/ACCT.2012.118
  • Filename
    6168322