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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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Yu, Tina (Editor ), Riolo, Rick (Editor ), Worzel, Bill (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2006.
Edición:1st ed. 2006.
Colección:Genetic Programming ; 9
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.