Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications by Michael Affenzeller 0000-00-00 00:00:00

eBook Best Deals & PDF Download Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications

by Michael Affenzeller
Book Views: 2
Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications by Michael Affenzeller
Author
Michael Affenzeller
Publisher
Chapman & Hall/CRC
Date of release
Pages
365
ISBN
9781584886297
Binding
Hardcover
Illustrations
Format
PDF, EPUB, MOBI, TXT, DOC
Rating
3
30
Verified safe to download
See available formats

Book review

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.

Find and Download Book — Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications

Click one of share button to proceed download:
Choose server for download:
Download
Get It!
File size:8 mb
Estimated time:4 min
If not downloading or you getting an error:
  • Try another server.
  • Try to reload page — press F5 on keyboard.
  • Clear browser cache.
  • Clear browser cookies.
  • Try other browser.
  • If you still getting an error — please contact us and we will fix this error ASAP.
Sorry for inconvenience!
For authors or copyright holders
Amazon Affiliate

Go to Removal form

Leave a comment

Readers reviews