System and method for predicting stock prices
First Claim
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1. A method for predicting a stock price comprising:
- 1.1. Pre-processing stock data from a large set of mathematical indicators to produce indicator output signals;
1.2. Entering the indicator output signals into a database;
1.3. Processing with advisors the indicator output signals to produce advisor output signals;
1.4. Enter the advisor output signals into a database; and
1.5. Inputting the advisor output signals into a neural network to produce a prediction of a stock price;
1.6. Entering the neural network prediction into the database; and
1.7. Iteratively updating the neural network weights for all stocks and system components upon receipt of new data.
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Abstract
An apparatus and method for a stock investment method with intelligent agents is described and illustrated. In one embodiment, the invention is a stock prediction system that through experience learns to make money based on short-term stock predictions and due to inherent flexibility continues to be profitable in virtually all market environments.
94 Citations
34 Claims
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1. A method for predicting a stock price comprising:
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1.1. Pre-processing stock data from a large set of mathematical indicators to produce indicator output signals;
1.2. Entering the indicator output signals into a database;
1.3. Processing with advisors the indicator output signals to produce advisor output signals;
1.4. Enter the advisor output signals into a database; and
1.5. Inputting the advisor output signals into a neural network to produce a prediction of a stock price;
1.6. Entering the neural network prediction into the database; and
1.7. Iteratively updating the neural network weights for all stocks and system components upon receipt of new data. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19)
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20. A method for predicting a stock price comprising:
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19.1. processing stock data from a set of mathematical indicators to produce indicator output signals;
19.2. entering the indicator output signals into a database;
19.3. processing with advisors the indicator output signals to produce advisor output signals;
19.4. entering the advisor output signals into a database; and
19.5. entering the advisor output signals into a neural network to produce a prediction of a stock price. - View Dependent Claims (21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31)
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32. A machine-readable medium having stored thereon instructions for:
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processing stock data from a set of mathematical indicators to produce indicator output signals;
entering the indicator output signals into a database;
processing with advisors the indicator output signals to produce advisor output signals;
entering the advisor output signals into a database; and
entering the advisor output signals into a neural network to produce a prediction of a stock price. - View Dependent Claims (33)
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34. An apparatus for predicting a stock price comprising:
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means for processing stock data from a set of mathematical indicators to produce indicator output signals;
means for processing with advisors the indicator output signals to produce advisor output signals; and
means for producing a prediction of a stock price from entering the advisor output signals into a neural network.
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Specification