Genetic Programming Theory and Practice III (Genetic Programming)
Contributors: Tina Yu (Editor); Rick Riolo (Editor); Bill Worzel (Editor)
Publisher: Springer
Published: December 9, 2005
Language: eng
Number of pages: 310
ISBN-13: 9780387281100
Description: Genetic Programming Theory and Practice III explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). This contributed volume was developed from the third workshop at the University of Michigan’s Center for the Study of Complex Systems to facilitate the exchange of ideas and information related to this rapidly advancing field. The text provides a cohesive view of the issues facing both practitioners and theoreticians and examines the synergy between GP theory and application. The foremost international researchers and practitioners in the GP arena contributed to the volume, discussing such topics as: techniques to enhance GP capabilities with real-world applications and real-world application success stories from a variety of domains, including chemical and process control, informatics, and circuit design visualization models to understand GP processing and open challenges facing the community and potential research directions Genetic Programming Theory and Practice III provides the most recent developments in GP theory, practice, and the integration of theory and practice. This text, the result of an extensive dialog between GP theoreticians and practitioners, is a unique and indispensable tool for both academics and industry professionals interested in the GP realm.
Table of contents: label: 9
title: Running Genetic Programming Backwards
pagenum: 125
authors: Riccardo Poli; William B. Langdon; label: 10
title: An Examination of Simultaneous Evolution of Grammars and Solutions
pagenum: 141
authors: R. Muhammad Atif Azad; Conor Ryan; label: 11
title: The Importance of Local Search
pagenum: 159
authors: Tuan Hao Hoang; Xuan Nguyen; R. I. (Bob) McKay; Daryl Essam; label: 12
title: Content Diversity in Genetic Programming and Its Correlation with Fitness
pagenum: 177
authors: A. Almal; W. P. Worzel; E. A. Wollesen; C. D. MacLean; label: 13
title: Genetic Programming Inside a Cell
pagenum: 191
authors: Christian Jacob; Ian Burleigh; label: 14
title: Evolution on Neutral Networks in Genetic Programming
pagenum: 207
authors: Wolfgang Banzhaf; Andre Leier; label: 15
title: The Effects of Size and Depth Limits on Tree Based Genetic Programming
pagenum: 223
authors: Ellery Fussell Crane; Nicholas Freitag McPhee; label: 16
title: Application Issues of Genetic Programming in Industry
pagenum: 241
authors: Arthur Kordon; Flor Castillo; Guido Smits; Mark Kotanchek; label: 17
title: Challenges in Open-Ended Problem Solving with Genetic Programming
pagenum: 259
authors: Jason Daida; label: 18
title: Domain Specificity of Genetic Programming Based Automated Synthesis
pagenum: 275
authors: Jianjun Hu; Ronald C. Rosenberg; Erik D. Goodman
subtitle: A Case Study with Synthesis of Mechanical Vibration Absorbers; label: 19
title: Genetic Programming Industrial Analog CAD: Applications and Challenges
pagenum: 291
authors: Trent McConaghy; Georges Gielen; title: Index
pagenum: 307