Handbook of neuroevolution through Erlang / Gene I. Sher
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| Creatore: |
Sher, Gene I.
|
| Titolo: |
Handbook of neuroevolution through Erlang / Gene I. Sher
|
| Link to work: |
Handbook of neuroevolution through Erlang
|
| Pubblicazione: |
New York, NY : Springer, c2013
|
| Estensione: | 1 online resource (xx, 831 p.) : ill. |
| Tipo formato: | computer |
| Tipo contenuto: | text |
| Tipo supporto: | online resource |
| Genere/Forma: | Electronic books |
| Classificazione LOC: | QH324.2 .S534 2013 |
| Note generali: | Description based on print version record. |
| Contenuto supplementare: | Includes bibliographical references. |
| Nota di contenuto: | 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. |
| ISBN: | 9781461444626 |
| 1461444624 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 005904124 |
| Localizzazioni e accesso elettronico | https://login.proxy.lib.duke.edu/login?url=https://link.springer.com/10.1007/978-1-4614-4463-3 |
| Lo trovi qui: | Duke University |
| Item: | Permalink to OPAC |
Altra ed. diverso supporto:
Print version: Sher, Gene I. Handbook of neuroevolution through Erlang New York, NY : Springer, c2013. 9781461444626 1461444624 (DLC) 2012941276 (OCoLC)ocn827936257