Acquisition of Software Engineering Knowledge. SWEEP: An Automatic Programming System Based on Genetic Programming and Cultural Algorithms
George S. Cowan, Robert G. Reynolds
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
Категории:
Том:
14
Год:
2003
Издательство:
World Scientific Publishing
Язык:
english
Страницы:
164
ISBN 10:
9810229208
ISBN 13:
9789810229207
Серия:
Software Engineering and Knowledge Engineering
Файл:
PDF, 7.78 MB
IPFS:
,
english, 2003