Handbook of neuroevolution through Erlang [electronic resource] / Gene I. Sher, Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA.
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| Creatore: |
Sher, Gene I., author
|
| Titolo: |
Handbook of neuroevolution through Erlang [electronic resource] / Gene I. Sher, Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA.
|
| Link to work: |
Handbook of neuroevolution through Erlang
|
| Pubblicazione: |
New York : Springer, [2013]
|
| Copyright: | ©2013 |
| Estensione: | 1 online resource (xx, 831 pages) : illustrations |
| Tipo formato: | computer |
| Tipo contenuto: | text |
| Tipo supporto: | online resource |
| Disciplina: | 570.285 |
| Genere/Forma: | Electronic books |
| Classificazione LOC: | QH324.2 .S534 2013eb |
| Accesso ente: | Books24x7, Inc. |
| Contenuto supplementare: | Includes bibliographical references. |
| Sommario/riassunto: | This book presents the theory and methodology of developing a neuroevolutionary-based computational intelligence system using Erlang. It offers an extensive tutorial for creating a state of the art Topology and Weight Evolving Artificial Neural Network (TWEANN) platform. The reader is guided from a single simulated neuron to a complete system and will be able to use novel technology to build a TWEANN system, which can be applied to Artificial Life simulation, and Forex trading. Erlang's architecture perfectly matches that of evolutionary and neurocomptational systems. As a programming language, it is a concurrent, message passing paradigm which allows developers to make full use of the multi-core & multi-cpu systems. It explains how to leverage Erlang's features in the field of machine learning, and the system's real world applications, ranging from algorithmic financial trading to artificial life and robotics. -- |
| Opere correlate: |
ITPro
|
| ISBN: | 9781461444633 |
| 9781461444626 | |
| 1461444624 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 013791203 |
| Localizzazioni e accesso elettronico | http://www.books24x7.com/marc.asp?bookid=76622 |
| Lo trovi qui: | University of Michigan Ann Arbor |
| Item: | Permalink to OPAC |
Altra ed. diverso supporto:
Print version: Sher, Gene I. Handbook of neuroevolution through Erlan New York, NY : Springer, c2013 9781461444626 (DLC)2012941276