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Acquisition of software engineering knowledge : SWEEP, an automatic programming system based on genetic programming and cultural algorithms /

This is the first book that attempts to provide a framework in which to embed an automatic programming system based on evolutionary learning (genetic programming) into a traditional software engineering environment. As such, it looks at how traditional software engineering knowledge can be integrate...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Cowan, George S.
Otros Autores: Reynolds, Robert G.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore ; River Edge, N.J. : World Scientific, ©2003.
Colección:Series on software engineering and knowledge engineering ; v. 14.
Temas:
Acceso en línea:Texto completo

MARC

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245 1 0 |a Acquisition of software engineering knowledge :  |b SWEEP, an automatic programming system based on genetic programming and cultural algorithms /  |c George S. Cowan, Robert G. Reynolds. 
260 |a Singapore ;  |a River Edge, N.J. :  |b World Scientific,  |c ©2003. 
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490 1 |a Series on software engineering and knowledge engineering ;  |v v. 14 
504 |a Includes bibliographical references (pages 147-154) and index. 
505 0 |a Ch. 1. Introduction -- Ch. 2. SWEEP: A System for the Software Engineering of Evolving Programs -- Ch. 3. The Genetic Programming Element Agents -- Ch. 4. The Metrics Apprentice: Using Cultural Algorithms to Formulate Quality Metrics for Software Systems -- Ch. 5. An Example Problem for Automatic Programming: Solving the Noisy Sine Problem with Discipulus -- Ch. 6. Data Collection and Analysis -- Ch. 7. Analysis: The Relationship of Software Metrics to Bloat -- Ch. 8. Defining a New Software Metric To Estimate Generalization Using the Metrics Apprentice -- Ch. 9. Conclusion. 
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700 1 |a Reynolds, Robert G. 
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