Acquisition of Software Engineering Knowledge - Sweep: An Automatic Programming System Based on Genetic Programming and Cultural Algorithms (Series on Software Engineering and Knowledge Engineering)

Reynolds, Robert G/ Cowan, George S

World Scientific Publishing Co Pte Ltd（2003/08発売）

• 製本 Hardcover:ハードカバー版／ページ数 164 p.
• 言語 ENG
• 商品コード 9789810229207
• DDC分類 005.1

基本説明

Contents: Characterizing Software Engineering Knowledge; Culturing Programs: Using Cultural Algorithms to Extreact Common Sense Knowledge about the Programming Process; and more.

Full Description

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