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Investment Strategies Optimization based on a SAX-GA Methodology

Posted By: AvaxGenius
Date: 1 Apr 2022 05:01:02
Investment Strategies Optimization based on a SAX-GA Methodology

Investment Strategies Optimization based on a SAX-GA Methodology by António M.L. Canelas
English | PDF | 2013 | 90 Pages | ISBN : 3642331092 | 4.7 MB

This book presents a new computational finance approach combining a Symbolic Aggregate approXimation (SAX) technique with an optimization kernel based on genetic algorithms (GA). While the SAX representation is used to describe the financial time series, the evolutionary optimization kernel is used in order to identify the most relevant patterns and generate investment rules. The proposed approach considers several different chromosomes structures in order to achieve better results on the trading platform The methodology presented in this book has great potential on investment markets.
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Periodic Pattern Mining: Theory, Algorithms, and Applications

Posted By: AvaxGenius
Date: 30 Oct 2021 00:16:05
Periodic Pattern Mining: Theory, Algorithms, and Applications

Periodic Pattern Mining: Theory, Algorithms, and Applications by R. Uday Kiran
English | PDF,EPUB | 2021 | 263 Pages | ISBN : 9811639639 | 40.5 MB

This book provides an introduction to the field of periodic pattern mining, reviews state-of-the-art techniques, discusses recent advances, and reviews open-source software. Periodic pattern mining is a popular and emerging research area in the field of data mining. It involves discovering all regularly occurring patterns in temporal databases.
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