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:
Genetic programming (Computer science)
Computer software > Quality control.
Computer software > Evaluation.
Software engineering.
Expert systems (Computer science)
Knowledge representation (Information theory)
Automatic programming (Computer science)
Expert Systems
Programmation génétique (Informatique)
Génie logiciel.
Systèmes experts (Informatique)
Représentation des connaissances.
Programmation automatique.
Logiciels > Qualité > Contrôle.
Logiciels > Évaluation.
COMPUTERS > Expert Systems.
Software engineering
Computer software > Evaluation
Computer software > Quality control
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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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