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Sher, Gene I.

Handbook of Neuroevolution Through Erlang

Sher, Gene I. - Handbook of Neuroevolution Through Erlang, e-bok

170,50€

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ISBN: 9781461444633
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Table of contents

1. Introduction: Applications & Motivations
Gene I. Sher

Part I. Foundations

2. Introduction to Neural Networks
Gene I. Sher

3. Introduction to Evolutionary Computation
Gene I. Sher

4. Introduction to Neuroevolutionary Methods
Gene I. Sher

5. The Unintentional Neural Network Programming Language
Gene I. Sher

Part II. Neuroevolution: Taking the First Step

6. Developing a Feed Forward Neural Network
Gene I. Sher

7. Adding the “Stochastic Hill-Climber” Learning Algorithm
Gene I. Sher

8. Developing a Simple Neuroevolutionary Platform
Gene I. Sher

9. Testing the Neuroevolutionary System
Gene I. Sher

Part III. A Case Study

10. DXNN: A Case Study
Gene I. Sher

Part IV. Advanced Neuroevolution: Creating the Cutting Edge

11. Decoupling & Modularizing Our Neuroevolutionary Platform
Gene I. Sher

12. Keeping Track of Important Population and Evolutionary Stats
Gene I. Sher

13. The Benchmarker
Gene I. Sher

14. Creating the Two Slightly More Complex Benchmarks
Gene I. Sher

15. Neural Plasticity
Gene I. Sher

16. Substrate Encoding
Gene I. Sher

17. Substrate Plasticity
Gene I. Sher

18. Artificial Life
Gene I. Sher

19. Evolving Currency Trading Agents
Gene I. Sher

20. Conclusion
Gene I. Sher

Nyckelord: Computer Science, Software Engineering/Programming and Operating Systems, Artificial Intelligence (incl. Robotics), Computational Biology/Bioinformatics

Författare
Utgivare
Springer
Utgivningsår
2013
Språk
en
Utgåva
2013
Sidantal
851 sidor
Kategori
Datateknik, Datakommunikation
Format
E-bok
eISBN (PDF)
9781461444633
Tryckt ISBN
978-1-4614-4462-6

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