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Genetic Algorithms and Genetic Programming in Computational Finance

Genetic Algorithms and Genetic Programming in Computational Finance

Softcover reprint of the original 1st Edition 2002

Paperback (05 Nov 2012)

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Publisher's Synopsis

After a decade of development, genetic algorithms and genetic programming have become a widely accepted toolkit for computational finance. Genetic Algorithms and Genetic Programming in Computational Finance is a pioneering volume devoted entirely to a systematic and comprehensive review of this subject. Chapters cover various areas of computational finance, including financial forecasting, trading strategies development, cash flow management, option pricing, portfolio management, volatility modeling, arbitraging, and agent-based simulations of artificial stock markets. Two tutorial chapters are also included to help readers quickly grasp the essence of these tools. Finally, a menu-driven software program, Simple GP, accompanies the volume, which will enable readers without a strong programming background to gain hands-on experience in dealing with much of the technical material introduced in this work.

Book information

ISBN: 9781461352624
Publisher: Springer US
Imprint: Springer
Pub date:
Edition: Softcover reprint of the original 1st Edition 2002
Language: English
Number of pages: 489
Weight: 783g
Height: 235mm
Width: 155mm
Spine width: 26mm