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Opis

Handbook of Neuroevolution Through Erlang presents both the theory behind, and the methodology of, developing a neuroevolutionary-based computational intelligence system using Erlang. 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.

Szczegóły książki

Kategoria Książki po angielsku Computing & information technology Computer programming / software development Object-oriented programming (OOP)

• Pełny tytuł: Handbook of Neuroevolution Through Erlang
• Autor: Gene I. Sher
• Język: Angielski
• Oprawa: Twarda
• Liczba stron: 831
• EAN: 9781461444626
• ISBN: 1461444624
• ID: 01428028
• Wydawca: Springer-Verlag New York Inc.
• Waga: 1488 g
• Wymiary: 239 × 164 × 51 mm
• Data wydania: 06. November 2012

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