Knowledge-based software testing agent using evolutionary learning with cultural algorithms

Proceedings of the 1999 Congress on Evolutionary Computation, CEC 1999

Volumn 3, Issue , 1999, Pages 1657-1663

  Ostrowski, David A ^a   Reynolds, Robert G ^b  

^a FORD MOTOR COMPANY   (United States)

^b Wayne State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BLACK-BOX TESTING; EQUIVALENCE CLASSES; FAULT DETECTION; KNOWLEDGE BASED SYSTEMS; TESTING;

BLACK-BOX TESTING METHODS; CULTURAL ALGORITHM; EVOLUTIONARY LEARNING; FUNCTIONAL APPROACH; KNOWLEDGE-BASED SOFTWARES; LARGE-SCALE ENGINEERING; PROGRAM SLICING; STRUCTURAL APPROACH;

LEARNING ALGORITHMS;

EID: 13844319276     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.1999.785473     Document Type: Conference Paper

References (14)

1. J. I. Maletic, The Software Service Bay: A Knowledge Based Software Maintenance Methodology, Ph. D. Thesis, Computer Science, Wayne State University, Detroit, 1995
2. G. S. Cowan, R. G. Reynolds, Evolving Distributed Software Engineering Environments, SRDS, 1994
3. th International Conference, EP98, 1989
4. rd Annual Conference on Evolutionary Programming", Sebalk, A. V. Fogel L. J (editors), River Edge, NJ. World Scientific Publishing, 1994, pp 131-139
5. B. Beizer, Software Testing Techniques, Data Systems Analysts, Inc. Van Nostrand Reinhold Company, 1983
6. Roger S. Pressman, Software Engineering: A Practitioners Approach, McGraw Hill, 1997
7. C. Kaner, J. Falk, H. Q. Nguyen, Testing Computer Software, Thompson Computer Press, 1995
8. T. Cormen, C. E. Leiserson, Rivest, Ronald L, Introduction to Algorithms, MIT Press, McGraw Hill, 1988
9. D. E. Goldberg and R. Lingle, Alles, Loci and the Travelling Salesman Problem, Proceedings of an International Conference on Genetic Algorithms and their Applications, J. J. Grefenstette (ed), Lawrence Erbaum, Hillsdale, NJ, pp 154-159
10. J. Grefenstette, R. Gopal, B. Rosmaita, D. V. Gucht, Genetic Algorithms for the Travelling Salesman Problem, Proceedings of an International Conference on Genetic Algorithms and Their Applications, 1985, pp 160-168
11. M. Weiser, Program Slicing, IEEE Transactionson Software Engineering. VOLSE-10, 1984
12. M. R. Garey, D. S. Johnson, Computers and Intractability: A Guide to the Theory of NP-Completeness, W. H. Freeman and Company, New York, 1979.
13. M. Cavaretta, Cultural Algorithms and Real Valued Function Optimization, Phd. Thesis, Computer Science, Wayne State Univerity, Detroit, 1995
14. E. Zannoni, Cultural Algorithms with Genetic Programming: Learning to Control the Program Evolution Process. Phd. Thesis, Computer Science, Wayne State University, Detroit, 1996