02993nam 2200577 a 450 991043756720332120200520144314.01-283-84888-01-4614-4463-210.1007/978-1-4614-4463-3(CKB)2670000000278618(EBL)1030905(OCoLC)820724369(SSID)ssj0000791437(PQKBManifestationID)11463947(PQKBTitleCode)TC0000791437(PQKBWorkID)10758432(PQKB)10797637(DE-He213)978-1-4614-4463-3(MiAaPQ)EBC1030905(PPN)16830032X(EXLCZ)99267000000027861820120606d2013 uy 0engur|n|---|||||txtccrHandbook of neuroevolution through Erlang /Gene I. Sher1st ed. 2013.New York Springer20131 online resource (835 p.)Description based upon print version of record.1-4614-4462-4 Includes bibliographical references.pt. 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.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.ERLANG (Computer program language)Computer programmingERLANG (Computer program language)Computer programming.005.13005.133Sher Gene I1058036MiAaPQMiAaPQMiAaPQBOOK9910437567203321Handbook of Neuroevolution Through Erlang2496631UNINA