Experimental Research in Evolutionary Computation The New Experimentalism /

Experimentation is necessary - a purely theoretical approach is not reasonable. The new experimentalism, a development in the modern philosophy of science, considers that an experiment can have a life of its own. It provides a statistical methodology to learn from experiments, where the experimenter...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Bartz-Beielstein, Thomas (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2006.
Edition:1st ed. 2006.
Series:Natural Computing Series,
Subjects:
Artificial intelligence.
Computer science.
Computer simulation.
Application software.
Mathematical optimization.
Engineering mathematics.
Engineering-Data processing.
Artificial Intelligence.
Theory of Computation.
Computer Modelling.
Computer and Information Systems Applications.
Optimization.
Mathematical and Computational Engineering Applications.
Online Access:Texto Completo
Table of Contents:
  • Basics
  • Research in Evolutionary Computation
  • The New Experimentalism
  • Statistics for Computer Experiments
  • Optimization Problems
  • Designs for Computer Experiments
  • Search Algorithms
  • Results and Perspectives
  • Comparison
  • Understanding Performance
  • Summary and Outlook.

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