Economy and Finance: Intuitive appeal of neural networks and the genetic algorithm in finance.

Economy and Finance: Intuitive appeal of neural networks and the genetic algorithm in finance.

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This book explores the intuitive appeal of neural networks and the genetic algorithm in finance. It demonstrates how neural networks used in combination with evolutionary computation outperform classical econometric methods for accuracy in forecasting, classification and dimensionality reduction. This book represents an impressive step forward in the exposition and application of evolutionary computational tools. The author illustrates the potency of evolutionary computational tools through multiple examples, which contrast the predictive outcomes from the evolutionary approach with others of a linear and general non-linear variety. The book will be of utmost appeal to both academics throughout the social sciences as well as practitioners, especially in the area of finance. This guide explains how to use neural networks in the field of finance. It does so very logically and mathematically. You are shown how to apply neural networks to many different financial problems. It shows how neural networks can be applied to many real world financial problems. This guide pays particular interest to international finance. Youa€™ll see: Am Offers a balanced, critical review of the neural network methods and genetic algorithms used in finance. Am Includes numerous examples and applications. Am Numerical illustrations use MATLAB code and the book is accompanied by a website The objective of this study is to investigate whether the combination of neural networks and genetic algorithms can enhance trading returns, providing realistic profitable trading systems. With the help of this respected guide you will be on your way to building wealth while safeguarding your hard-earned assets. Tags: economy, finance, finances, financing, what is finance, neural network, neural networks.The book will be of utmost appeal to both academics throughout the social sciences as well as practitioners, especially in the area of finance. This guide explains how to use neural networks in the field of finance.


Title:Economy and Finance: Intuitive appeal of neural networks and the genetic algorithm in finance.
Author: Jat Bhoon
Publisher:Mercury Content Providers - 2015-06-29
ISBN-13:

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