Acquisition of Software Engineering Knowledge. SWEEP: An...

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Computers - Computer Science
Acquisition of Software Engineering...

Acquisition of Software Engineering Knowledge. SWEEP: An Automatic Programming System Based on Genetic Programming and Cultural Algorithms

Name: Acquisition of Software Engineering Knowledge. SWEEP: An Automatic Programming System Based on Genetic Programming and Cultural Algorithms
ISBN: 9789810229207

George S. Cowan, Robert G. Reynolds

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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 integrated with an evolutionary programming process in a symbiotic way.

Contents:

• SWEEP: A System for the Software Engineering of Evolving Programs
• The Genetic Programming Element Agents
• The Metrics Apprentice: Using Cultural Algorithms to Formulate Quality Metrics for Software Systems
• An Example Problem for Automatic Programming: Solving the Noisy Sine Problem with Discipulus
• Data Collection and Analysis
• Analysis: The Relationship of Software Metrics to Bloat

Defining a New Software Metric to Estimate Generalization Using the Metrics Apprentice

Categorías:

Computers - Computer Science

Volumen:

Año:

2003

Editorial:

World Scientific Publishing

Idioma:

english

Páginas:

164