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|a Cowan, George S.
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|a Acquisition of software engineering knowledge :
|b SWEEP, an automatic programming system based on genetic programming and cultural algorithms /
|c George S. Cowan, Robert G. Reynolds.
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|a Singapore ;
|a River Edge, N.J. :
|b World Scientific,
|c ©2003.
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|a 1 online resource (156 pages) :
|b illustrations
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|a Series on software engineering and knowledge engineering ;
|v v. 14
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|a Includes bibliographical references (pages 147-154) and index.
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|a 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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|a Print version record.
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|a 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.
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590 |
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|a eBooks on EBSCOhost
|b EBSCO eBook Subscription Academic Collection - Worldwide
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|a Genetic programming (Computer science)
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|a Computer software
|x Quality control.
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|a Computer software
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|a Software engineering.
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650 |
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|a Expert systems (Computer science)
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|a Knowledge representation (Information theory)
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|a Automatic programming (Computer science)
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650 |
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|a Expert Systems
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650 |
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|a Programmation génétique (Informatique)
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650 |
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|a Génie logiciel.
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|a Systèmes experts (Informatique)
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|a Représentation des connaissances.
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|a Programmation automatique.
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650 |
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|a Logiciels
|x Qualité
|x Contrôle.
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|a Logiciels
|x Évaluation.
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|a COMPUTERS
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|a Expert systems (Computer science)
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|a Automatic programming (Computer science)
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|a Computer software
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|a Computer software
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650 |
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|a Genetic programming (Computer science)
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700 |
1 |
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|a Reynolds, Robert G.
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776 |
0 |
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|i Print version:
|a Cowan, George S.
|t Acquisition of software engineering knowledge.
|d Singapore ; River Edge, N.J. : World Scientific, ©2003
|z 9810229208
|w (DLC) 2003278795
|w (OCoLC)53825454
|
830 |
|
0 |
|a Series on software engineering and knowledge engineering ;
|v v. 14.
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