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024 7 $a10.1007/978-1-4614-4463-3
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100   $a20120606d2013      uy         0
101 0 $aeng
135   $aur|n|---|||||
181   $ctxt
182   $cc
183   $acr
200 10$aHandbook of neuroevolution through Erlang /$fGene I. Sher
205   $a1st ed. 2013.
210   $aNew York $cSpringer$d2013
215   $a1 online resource (835 p.)
300   $aDescription based upon print version of record.
311   $a1-4614-4462-4 
320   $aIncludes bibliographical references.
327   $apt. I. Foundations -- pt. II. Neuroevolution : taking the first step -- pt. III. A case study -- pt. IV. Advanced neuroevolution : creating the cutting edge -- pt. V. Applications -- pt. VI. Promises kept.
330   $aHandbook of Neuroevolution Through Erlang presents both the theory behind, and the methodology of, developing a neuroevolutionary-based computational intelligence system using Erlang. With a foreword written by Joe Armstrong, this handbook offers an extensive tutorial for creating a state of the art Topology and Weight Evolving Artificial Neural Network (TWEANN) platform. In a step-by-step format, the reader is guided from a single simulated neuron to a complete system. By following these steps, the reader will be able to use novel technology to build a TWEANN system, which can be applied to Artificial Life simulation, and Forex trading. Because of Erlang?s architecture, it perfectly matches that of evolutionary and neurocomptational systems. As a programming language, it is a concurrent, message passing paradigm which allows the developers to make full use of the multi-core & multi-cpu systems. Handbook of Neuroevolution Through Erlang 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.
606   $aERLANG (Computer program language)
606   $aComputer programming
615  0$aERLANG (Computer program language)
615  0$aComputer programming.
676   $a005.13
676   $a005.133
700   $aSher$b Gene I$01058036
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910437567203321
996   $aHandbook of Neuroevolution Through Erlang$92496631
997   $aUNINA