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Handbook of neuroevolution through Erlang / Gene I. Sher



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Creatore: Sher, Gene I. Visualizza persona
Titolo: Handbook of neuroevolution through Erlang / Gene I. Sher
Link to work: Handbook of neuroevolution through Erlang Visualizza cluster
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
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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