Evolutionary computation and optimization algorithms in software engineering applications and techniques
Title:
Evolutionary computation and optimization algorithms in software engineering applications and techniques
Author:
Chis, Monica, 1972-
ISBN:
9781615208104
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), 2010.
Physical Description:
electronic texts (xx, 262 p. : ill.) : digital files.
Contents:
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 / André Abs da Cruz, Dilza Szwarcman, Thiago Guimarães, 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.
Abstract:
"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.
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Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-61520-809-8