%0 Book %1 Cowan:book %A Cowan, George S. %A Reynolds, Robert G. %B Software Engineering and Knowledge Engineering %D 2003 %I World Scientific %K algorithms, genetic programming %T Acquisition of Software Engineering Knowledge SWEEP: An Automatic Programming System Based on Genetic Programming and Cultural Algorithms %V 14 %X 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 Generalisation Using the Metrics Apprentice %@ 981-02-2920-8

@book{Cowan:book, abstract = {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 Generalisation Using the Metrics Apprentice}, added-at = {2008-06-19T17:35:00.000+0200}, author = {Cowan, George S. and Reynolds, Robert G.}, biburl = {https://www.bibsonomy.org/bibtex/2c6127720c673c5149b8380070a73b089/brazovayeye}, interhash = {8c90966ca50abc07dce772d324507c06}, intrahash = {c6127720c673c5149b8380070a73b089}, isbn = {981-02-2920-8}, keywords = {algorithms, genetic programming}, month = {August}, notes = {http://www.worldscibooks.com/compsci/3338.html Wayne State University, USA}, publisher = {World Scientific}, series = {Software Engineering and Knowledge Engineering}, size = {164 pages}, timestamp = {2008-06-19T17:38:12.000+0200}, title = {Acquisition of Software Engineering Knowledge {SWEEP}: An Automatic Programming System Based on Genetic Programming and Cultural Algorithms}, volume = 14, year = 2003 }