Handbook Of Neuroevolution Through Erlang - 9781493945887

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 offersan extensivetutorial forcreating 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."

• | Author: Gene I. Sher
• | Publisher: Springer
• | Publication Date: Aug 23, 2016
• | Number of Pages: 851 pages
• | Language: English
• | Binding: Paperback
• | ISBN-10: 1493945882
• | ISBN-13: 9781493945887