Handbook of Neuroevolution Through Erlang

Handbook of Neuroevolution Through Erlang pdf epub mobi txt 電子書 下載2025

出版者:Springer
作者:Gene I. Sher
出品人:
頁數:850
译者:
出版時間:2012-11-6
價格:USD 189.00
裝幀:Hardcover
isbn號碼:9781461444626
叢書系列:
圖書標籤:
  • Erlang 
  • 計算機科學 
  • 科學 
  • 神經進化 
  • 機器學習 
  • of 
  • Through 
  • Springer 
  •  
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"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.

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