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Acquisition Of Software Engineering Knowledge - Sweep: An Automatic Programming System Based On Genetic Programming And Cultural Algorithms [Kõva köide]

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(Wayne State Univ, Usa), (Wayne State Univ, Usa)
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Acquisition Of Software Engineering Knowledge - Sweep: An Automatic Programming System Based On Genetic Programming And Cultural AlgorithmsSuurem pilt
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Püsilink: https://www.kriso.ee/db/9789810229207.html
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.
Chapter 1: Introduction 1(4)
Chapter 2: SWEEP: A System for the Software Engineering of Evolving Programs 5(26)
Chapter 3: The Genetic Programming Element Agents 31(24)
Chapter 4: The Metrics Apprentice: Using Cultural Algorithms to Formulate Quality Metrics for Software Systems 55(34)
Chapter 5: An Example Problem for Automatic Programming: Solving the Noisy Sine Problem with Discipulus 89(6)
Chapter 6: Data Collection and Analysis 95(10)
Chapter 7: Analysis: The Relationship of Software Metrics to Bloat 105(8)
Chapter 8: Defining a New Software Metric To Estimate Generalization Using the Metrics Apprentice 113(26)
Chapter 9: Conclusion 139(4)
Appendix 143(4)
Bibliography 147(8)
Index 155