TY - BOOK AU - Cowan,George S. AU - Reynolds,Robert G. TI - Acquisition of software engineering knowledge: SWEEP, an automatic programming system based on genetic programming and cultural algorithms T2 - Series on software engineering and knowledge engineering SN - 9789812791399 AV - QA76.623 .C69 2003eb U1 - 006.3/32 22 PY - 2003/// CY - Singapore, River Edge, N.J. PB - World Scientific KW - Genetic programming (Computer science) KW - Computer software KW - Quality control KW - Evaluation KW - Software engineering KW - Expert systems (Computer science) KW - Knowledge representation (Information theory) KW - Automatic programming (Computer science) KW - Expert Systems KW - Programmation génétique (Informatique) KW - Génie logiciel KW - Systèmes experts (Informatique) KW - Représentation des connaissances KW - Programmation automatique KW - Logiciels KW - Qualité KW - Contrôle KW - Évaluation KW - COMPUTERS KW - bisacsh KW - fast KW - Electronic books N1 - Includes bibliographical references (pages 147-154) and index; 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 N2 - 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 UR - https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=512569 ER -