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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Yu, Tina (Επιμελητής έκδοσης), Riolo, Rick (Επιμελητής έκδοσης), Worzel, Bill (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Boston, MA : Springer US, 2006.
Σειρά:Genetic Programming, 9
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.