Evolutionary computation and optimization algorithms in software engineering [electronic resource] : applications and techniques / Monica Chis, editor.
Publication details: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), 2010.Description: electronic texts (xx, 262 p. : ill.) : digital filesISBN:- 9781615208104 (PDF)
- Software engineering
- Evolutionary computation
- Genetic algorithms
- Ant colony optimization
- Application of artificial immune systems
- Application of genetic algorithms
- Evolutionary computation techniques
- Fuzzy multi-criteria assessment of software quality
- Industrial production management
- Large and complex software projects
- Object oriented software testing
- Self organizing multi agents
- Software fault prediction models
- 005.1 22
- QA76.758 .E984 2010e
- Also available in print.
eBooks
Includes bibliographical references and index.
1. Introduction / Monica Chis -- 2. Using evolutionary based approaches to estimate software development effort Filomena Ferrucci, Carmine Gravino, Rocco Oliveto, Federica Sarro -- 3. The application of genetic algorithms to the evaluation of software reliability / Angel Kuri-Morales -- 4. Synthesis of object-oriented software structural models using quality metrics And co-evolutionary genetic algorithms / Andr�e Abs da Cruz, Dilza Szwarcman, Thiago Guimar�aes, Marco Pacheco -- 5. Application of artificial immune systems paradigm for developing software fault prediction models / Cagatay Catal, Soumya Banerjee -- 6. Genetic programming for cross-release fault count predictions in large and complex software projects / Wasif Afzal, Richard Torkar, Robert Feldt, Tony Gorschek -- 7. Exploring a self organizing multi agent approach for service discovery / Hakima Mellah, Soumya Banerjee, Salima Hassas, Habiba Drias -- 8. Innovative hybrid genetic algorithms and line search method for industrial production management / Pandian Vasant -- 9. Automatic test sequence generation for state transition testing via ant colony optimization / Praveen Srivastava, Baby -- 10. Object oriented software testing with genetic programming and program analysis / Arjan Seesing, Hans-Gerhard Gross -- 11. Assessment of software quality / Praveen Srivastava, Ajit Singh, Vageesh V. -- 12. Verification of attributes in linked lists using ant colony metaphor / Soumya Banerjee, P. Mahanti.
Restricted to subscribers or individual electronic text purchasers.
"This book presents applications of evolutionary computation in the software engineering field, including how evolutionary algorithms are used to solve different search and optimization problems in the area of software engineering"--Provided by publisher.
Also available in print.
Mode of access: World Wide Web.