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Genre/Form: | Electronic books Handbook Handbooks and manuals Guides et manuels Handbooks, manuals, etc Guides, manuels, etc |
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Additional Physical Format: | Handbook of neuroevolution through Erlang (NL-LeOCL)352125705 |
Material Type: | Document, Internet resource |
Document Type: | Internet Resource, Computer File |
All Authors / Contributors: |
Gene I Sher |
ISBN: | 9781461444633 1461444632 1461444624 9781461444626 |
OCLC Number: | 820724369 |
Language Note: | English. |
Description: | 1 online resource |
Contents: | Part 1. FOUNDATIONS -- Introduction to Neural Networks -- Introduction to Evolutionary Computation -- Introduction to Neuroevolutionary Methods -- The Unintentional Neural Network Programming Language -- Introduction: Applications & Motivations -- Part 2. NEUROEVOLUTION: TAKING THE FIRST STEP -- Developing a Feed Forward Neural Network -- Adding the "Stochastic Hill-Climber" Learning Algorithm -- Developing a Simple Neuroevolutionary Platform -- Testing the Neuroevolutionary System -- Part 3. A Case Study -- DXNN: A Case Study -- Part 4. Advanced Neuroevolution: Creating the Cutting Edge -- Decoupling & Modularizing Our Neuroevolutionary Platform -- Keeping Track of Important Population and Evolutionary Stats -- The Benchmarker -- Creating the Two Slightly More Complex Benchmarks -- Neural Plasticity -- Substrate Encoding -- Substrate Plasticity -- Part 5. Applications -- Artificial Life -- Evolving Currency Trading Agents -- Part 6. Promises Kept -- Conclusion. |
Responsibility: | Gene I. Sher. |
Abstract:
Handbook of Neuroevolution Through Erlang presents both the theory behind, and the methodology of, developing a neuroevolutionary-based computational intelligence system using Erlang.
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Related Subjects:(21)
- Computational biology -- Handbooks, manuals, etc.
- Bioinformatics -- Handbooks, manuals, etc.
- ERLANG (Computer program language) -- Handbooks, manuals, etc.
- Programming languages (Electronic computers)
- Computational Biology
- Programming Languages
- Bio-informatique -- Guides, manuels, etc.
- ERLANG (Langage de programmation) -- Guides, manuels, etc.
- Bio-informatique.
- Langages de programmation.
- NATURE -- Reference.
- SCIENCE -- Life Sciences -- Biology.
- SCIENCE -- Life Sciences -- General.
- Bioinformatics.
- Computational biology.
- ERLANG (Computer program language)
- Computer science.
- Software engineering.
- Artificial intelligence.
- Software Engineering/Programming and Operating Systems.
- Computational Biology/Bioinformatics.
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by lschitwood updated 2017-11-25