Hoppa till sidans huvudinnehåll

3 839 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

Finns i fler format (1)


Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications discusses algorithmic developments in the context of genetic algorithms (GAs) and genetic programming (GP). It applies the algorithms to significant combinatorial optimization problems and describes structure identification using HeuristicLab as a platform for algorithm development.The book focuses on both theoretical and empirical aspects. The theoretical sections explore the important and characteristic properties of the basic GA as well as main characteristics of the selected algorithmic extensions developed by the authors. In the empirical parts of the text, the authors apply GAs to two combinatorial optimization problems: the traveling salesman and capacitated vehicle routing problems. To highlight the properties of the algorithmic measures in the field of GP, they analyze GP-based nonlinear structure identification applied to time series and classification problems. Written by core members of the HeuristicLab team, this book provides a better understanding of the basic workflow of GAs and GP, encouraging readers to establish new bionic, problem-independent theoretical concepts. By comparing the results of standard GA and GP implementation with several algorithmic extensions, it also shows how to substantially increase achievable solution quality.

Produktinformation

  • Utgivningsdatum2009-04-09
  • Mått156 x 234 x 25 mm
  • Vikt680 g
  • FormatInbunden
  • SpråkEngelska
  • SerieNumerical Insights
  • Antal sidor394
  • FörlagTaylor & Francis Inc
  • ISBN9781584886297

Tillhör följande kategorier

Hoppa över listan

Mer från samma författare

Symbolic Regression

Gabriel Kronberger, Bogdan Burlacu, Michael Kommenda, Stephan M. Winkler, Michael Affenzeller

Inbunden

1 609 kr

Hagenberg Research

Bruno Buchberger, Michael Affenzeller, Alois Ferscha, Michael Haller, Tudor Jebelean, Erich Peter Klement, Peter Paule, Gustav Pomberger, Wolfgang Schreiner, Robert Stubenrauch, Roland Wagner, Gerhard Weiß, Wolfgang Windsteiger

Inbunden

2 139 kr

Hagenberg Research

Bruno Buchberger, Michael Affenzeller, Alois Ferscha, Michael Haller, Tudor Jebelean, Erich Peter Klement, Peter Paule, Gustav Pomberger, Wolfgang Schreiner, Robert Stubenrauch, Roland Wagner, Gerhard Weiß, Wolfgang Windsteiger

Häftad

2 139 kr

Hoppa över listan

Mer från samma serie

Hoppa över listan

Du kanske också är intresserad av

Genetic Algorithms and Genetic Programming

Michael Affenzeller, Stefan Wagner, Stephan Winkler, Andreas Beham, Austria) Affenzeller, Michael (Upper Austria University of Applied Sciences, Hagenberg, and Johannes Kepler University of Linz, Hagenberg) Wagner, Stefan (Upper Austria University of Applied Sciences, Hagenberg) Winkler, Stephan (Upper Austria University of Applied Sciences, Hagenberg) Beham, Andreas (Upper Austria University of Applied Sciences

Häftad

1 429 kr

Hagenberg Research

Bruno Buchberger, Michael Affenzeller, Alois Ferscha, Michael Haller, Tudor Jebelean, Erich Peter Klement, Peter Paule, Gustav Pomberger, Wolfgang Schreiner, Robert Stubenrauch, Roland Wagner, Gerhard Weiß, Wolfgang Windsteiger

Inbunden

2 139 kr