Advances in genetic programming

• Autor: Kenneth E Kinnear; Peter J Angeline
• Assuntos: ENGENHARIA DE SOFTWARE; Programming
• Notas: Includes bibliographical references and index
  
• Descrição: A perspective on the work in this book / Kenneth E. Kinnear, Jr. -- Introduction to genetic programming / John R. Koza -- The evolution of evolvability in genetic programming / Lee Altenberg -- Genetic programming and emergent intelligence /Peter J. Angeline -- Scalable learning in genetic programming using automatic function definition / John R. Koza -- Alternatives in automatic function definition: a comparison of performance / Kenneth E. Kinnear, Jr. -- The donut problem:scalability, generalization and breeding policies in genetic programming / Walter Alden Tackett, Aviram Carmi -- Effects of locality in individual and population evolution / Patrik D'haeseleer, Jason Bl uming -- The evolution of mental models /Astro Teller -- Evolution of obstacle avoidance behavior: using noise to promote robust solutions / Craig W. Reynolds -- Pygmies and civil servants / Conor Ryan -- Genetic programming us ing a minimum decsription length principle / Hitoshi Iba,Hugo de Garis, Taisuke Sato -- Genetic programming
  A compiling genetic programming system that directly manipulates the machine code / Peter Nordin -- Automatic generation of programs for crawling and walking / Graham Spencer -- Genetic programming for the acquisition of double auction marketstrategies / Martin Andrews, Richard Prager -- Two scientific applications of genetic programming: stack filters and non-linear equation fitting to chaotic data / Howard Oakley -- The automatic generation of plan s for a mobile robot via geneticprogramming with automatically defined functions / Simon G. Handley -- Competitively evolving decision trees against fixed training cases for natural language processing / Eric V. Siegel -- Crack ing and co-evolving randomizers / Jan Jannink --Optimizing confidence of text classification by evolution of symbolic expressions / Brij Masand -- Evolvable 3D modeling for model-based object recognition systems / Thang Nguyen, Thomas Huang Automatically defined features: the simultaneous evolution of 2-dimensional feature detectors and an algorithm for using them / David Andre -- Genetic micro programming of neural networks / Frédéric Gruau
  
• Títulos relacionados: Série:Complex adaptive systems
• Editor: Cambridge, Mass. MIT Press
  
• Data de criação/publicação: c1994-c1996
  
• Formato: 2 v. ill. 24 cm.
  
• Idioma: Inglês