Evolutionary Computation for Modeling and Optimization

ISBN: 0387221964

Category: Technical


Posted on 2013-04-27, by miada.

Description

Evolutionary Computation for Modeling and Optimization
Evolutionary Computation for Modeling and Optimization
Daniel Ashlock,
2005 | pages: 578 | ISBN: 0387221964 | PDF | 8,3 mb

Evolutionary Computation for Optimization and Modeling is an introduction to evolutionary computation, a field which includes genetic algorithms, evolutionary programming, evolution strategies, and genetic programming. The text is a survey of some application of evolutionary algorithms. It introduces mutation, crossover, design issues of selection and replacement methods, the issue of populations size, and the question of design of the fitness function. It also includes a methodological material on efficient implementation. Some of the other topics in this book include the design of simple evolutionary algorithms, applications to several types of optimization, evolutionary robotics, simple evolutionary neural computation, and several types of automatic programming including genetic programming. The book gives applications to biology and bioinformatics and introduces a number of tools that can be used in biological modeling, including evolutionary game theory. Advanced techniques such as cellular encoding, grammar based encoding, and graph based evolutionary algorithms are also covered.
This book presents a large number of homework problems, projects, and experiments, with a goal of illustrating single aspects of evolutionary computation and comparing different methods. Its readership is intended for an undergraduate or first-year graduate course in evolutionary computation for computer science, engineering, or other computational science students. Engineering, computer science, and applied math students will find this book a useful guide to using evolutionary algorithms as a problem solving tool.

Download links

http://bitshare.com/files/slhpztqx/i4LhD---Evolutionary-Computation-for-Modeling-and-Optimization.pdf.html

Sponsored High Speed Downloads
9488 dl's @ 2223 KB/s
Download Now [Full Version]
6789 dl's @ 3539 KB/s
Download Link 1 - Fast Download
6862 dl's @ 3907 KB/s
Download Mirror - Direct Download



Search More...
Evolutionary Computation for Modeling and Optimization

Search free ebooks in ebookee.com!


Related Archive Books

Archive Books related to "Evolutionary Computation for Modeling and Optimization":



Links
Download this book

No active download links here?
Please check the description for download links if any or do a search to find alternative books.


Related Books

  1. Ebooks list page : 22006
  2. 2012-10-31Evolutionary Computation for Modeling and Optimization (Repost)
  3. 2011-09-15Evolutionary Computation for Modeling and Optimization (Inte
  4. 2009-02-18Evolutionary Computation for Modeling and Optimization (Interdisciplinary Applied Mathematics)
  5. 2007-07-07Evolutionary Computation for Modeling and Optimization - Removed
  6. 2007-07-06Evolutionary Computation for Modeling and Optimization - Removed
  7. 2007-06-06Evolutionary Computation for Modeling and Optimization - Removed
  8. 2018-01-04[PDF] Markov Networks in Evolutionary Computation (Adaptation, Learning, and Optimization) - Removed
  9. 2012-02-07Facts, Conjectures, and Improvements for Simulated Annealing (SIAM Monographs on Mathematical Modeling and Computation) - Paolo Sibani
  10. 2012-01-01Facts, Conjectures, and Improvements for Simulated Annealing (SIAM Monographs on Mathematical Modeling and Computation)
  11. 2018-01-11[PDF] Multi-Agent Applications with Evolutionary Computation and Biologically Inspired Technologies: Intelligent Techniques for Ubiquity and Optimization
  12. 2012-01-07Numerical Simulation in Fluid Dynamics: A Practical Introduction (Monographs on Mathematical Modeling and Computation) - Michael Griebel
  13. 2011-12-31Numerical Simulation in Fluid Dynamics: A Practical Introduction (Monographs on Mathematical Modeling and Computation) - Michael Griebel
  14. 2011-12-28Multi-Agent Applications with Evolutionary Computation and Biologically Inspired Technologies: Intelligent Techniques for Ubiquity and Optimization
  15. 2011-12-07Multi-Agent Applications with Evolutionary Computation and Biologically Inspired Technologies: Intelligent Techniques for Ubiquity and Optimization
  16. 2011-11-18Numerical Simulation in Fluid Dynamics: A Practical Introduction (Monographs on Mathematical Modeling and Computation) free ebook download
  17. 2011-09-29Mathematical Methods in Image Reconstruction (Monographs on Mathematical Modeling and Computation)
  18. 2011-09-04Multi-Agent Applications with Evolutionary Computation and Biologically Inspired Technologies: Intelligent Techniques for Ubiquity and Optimization free ebook download
  19. 2011-09-04Multi-Agent Applications with Evolutionary Computation and Biologically Inspired Technologies: Intelligent Techniques for Ubiquity and Optimization
  20. 2011-08-29Differential Dynamical Systems (Monographs on Mathematical Modeling and Computation) free ebook download

Comments

No comments for "Evolutionary Computation for Modeling and Optimization".


    Add Your Comments
    1. Download links and password may be in the description section, read description carefully!
    2. Do a search to find mirrors if no download links or dead links.
    Back to Top