A Stock Market Decision Support System with a Hybrid Evolutionary Algorithm for Many-Core Graphics Processors

2011 ◽  
pp. 455-462 ◽  
Author(s):  
Piotr Lipinski
Keyword(s):  
Decision Support ◽  
Stock Market ◽  
Decision Support System ◽  
Evolutionary Algorithm ◽  
Support System ◽  
Graphics Processors ◽  
Hybrid Evolutionary Algorithm ◽  
Many Core

scholarly journals Decision Support System for Stock Portfolio Selection Using Artificial Intelligence and Machine Learning

2021 ◽  
Vol 26 (1) ◽  
pp. 87-93
Author(s):  
Sandeep Patalay ◽  
Madhusudhan Rao Bandlamudi
Keyword(s):  
Artificial Intelligence ◽  
Machine Learning ◽  
Decision Support ◽  
Stock Market ◽  
Decision Support System ◽  
Portfolio Selection ◽  
Support System ◽  
Financial Analysis ◽  
Traditional Approach ◽  
Stock Portfolio

Investing in stock market requires in-depth knowledge of finance and stock market dynamics. Stock Portfolio Selection and management involve complex financial analysis and decision making policies. An Individual investor seeking to invest in stock portfolio is need of a support system which can guide him to create a portfolio of stocks based on sound financial analysis. In this paper the authors designed a Financial Decision Support System (DSS) for creating and managing a portfolio of stock which is based on Artificial Intelligence (AI) and Machine learning (ML) and combining the traditional approach of mathematical models. We believe this a unique approach to perform stock portfolio, the results of this study are quite encouraging as the stock portfolios created by the DSS are based on strong financial health indices which in turn are giving Return on Investment (ROI) in the range of more than 11% in the short term and more than 61% in the long term, therefore beating the market index by a factor of 15%. This system has the potential to help millions of Individual Investors who can make their financial decisions on stocks and may eventually contribute to a more efficient financial system.

scholarly journals AUTO-CALIBRATION BY EVOLUTIONARY ALGORITHM IN DECISION SUPPORT SYSTEM FOR FLOOD WARNING

2012 ◽  
pp. 65-79
Author(s):  
JONGKON CHONGWILAIKASEM ◽  
SUWATANA CHITTALADAKORN ◽  
SOMPOP SUCHARIT
Keyword(s):  
Decision Support ◽  
Decision Support System ◽  
Evolutionary Algorithm ◽  
Support System ◽  
Flood Warning
Sign in / Sign up

Export Citation Format

Share Document