Handbook of Neuroevolution Through Erlang (Hardcover, 2013 ed.)

Handbook 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.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Release date:	November 2012
First published:	2013
Authors:	Gene I. Sher
Dimensions:	235 x 155 x 51mm (L x W x T)
Format:	Hardcover
Pages:	831
Edition:	2013 ed.
ISBN-13:	978-1-4614-4462-6
Categories:	Books > Computing & IT > Computer programming > Software engineering Books > Computing & IT > Computer programming > Object-oriented programming (OOP) Books > Computing & IT > Applications of computing > Artificial intelligence > General Promotions
LSN:	1-4614-4462-4
Barcode:	9781461444626

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