Genetic Programming Theory and Practice III

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 Co...

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Bibliographic Details
Other Authors: Yu, Tina (Editor), Riolo, Rick (Editor), Worzel, Bill (Editor)
Format: eBook
Language:English
Published: New York, NY Springer US 2006, 2006
Edition:1st ed. 2006
Series:Genetic Programming
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Genetic Programming: Theory and Practice
  • Evolving Swarming Agents in Real Time
  • Automated Design of a Previously Patented Aspherical Optical Lens System by Means of Genetic Programming
  • Discrimination of Unexploded Ordnance from Clutter Using Linear Genetic Programming
  • Rapid Re-Evolution of an X-Band Antenna for Nasa’s Space Technology 5 Mission
  • Variable Selection in Industrial Datasets Using Pareto Genetic Programming
  • A Higher-Order Function Approach to Evolve Recursive Programs
  • Trivial Geography in Genetic Programming
  • Running Genetic Programming Backwards
  • An Examination of Simultaneous Evolution of Grammars and Solutions
  • The Importance of Local Search
  • Content Diversity in Genetic Programming and Its Correlation with Fitness
  • Genetic Programming Inside a Cell
  • Evolution on Neutral Networks in Genetic Programming
  • The Effects of Size and Depth Limits on Tree Based Genetic Programming
  • Application Issues of Genetic Programming in Industry
  • Challenges in Open-Ended Problem Solving with Genetic Programming
  • Domain Specificity of Genetic Programming Based Automated Synthesis: A Case Study with Synthesis of Mechanical Vibration Absorbers
  • Genetic Programming in Industrial Analog CAD: Applications and Challenges