Optimized parametric modeling system and method
First Claim
1. A method for enabling optimization of a parametric modeling process, the method comprising:
- receiving a plurality of attributes;
allowing at least one user input;
building a tree in accordance with the at least one user input by using a modified forward stepwise regression process to select at least one attribute from the plurality of attributes; and
performing regression analysis to calculate at least one regression result for an attribute subset in a tree branch when the tree branch is in compliance with at least one criterion and the attribute subset has not been previously analyzed.
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Abstract
A system for enabling optimization of a parametric modeling process. The system includes a processor and an interface that allows at least one user input. Additionally, the system includes a regression analysis tree program that is executable by the processor. Upon execution by the processor, the regression analysis tree program operates to build a tree in accordance with the at least one user input by using a modified forward stepwise regression process to select the attributes for the tree'"'"'s branches from a plurality of attributes. After the tree is built, the regression analysis tree program then performs regression analysis to calculate at least one regression result for an attribute subset in a tree branch when the tree branch is in compliance with at least one criterion and the attribute subset has not been previously analyzed.
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Citations
31 Claims
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1. A method for enabling optimization of a parametric modeling process, the method comprising:
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receiving a plurality of attributes;
allowing at least one user input;
building a tree in accordance with the at least one user input by using a modified forward stepwise regression process to select at least one attribute from the plurality of attributes; and
performing regression analysis to calculate at least one regression result for an attribute subset in a tree branch when the tree branch is in compliance with at least one criterion and the attribute subset has not been previously analyzed. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25)
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26. A system for enabling optimization of a parametric modeling process, the system comprising:
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a processor;
an interface for allowing at least one user input; and
a regression analysis tree program executable by the processor, the regression analysis tree program operating to;
build a tree in accordance with the at least one user input by using a modified forward stepwise regression process to select at least one attribute from the plurality of attributes; and
perform regression analysis to calculate at least one regression result for an attribute subset in a tree branch when the tree branch is in compliance with at least one criterion and the attribute subset has not been previously analyzed. - View Dependent Claims (27, 28)
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29. Apparatus for enabling optimization of a parametric modeling process, the apparatus comprising:
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a module for implementing an interface, the interface allowing at least one user input;
a module for receiving a plurality of attributes;
a module for building a tree in accordance with the at least one user input by using a modified forward stepwise regression process to select at least one attribute from the plurality of attributes; and
a module for performing regression analysis to calculate at least one regression result for an attribute subset in a tree branch when the tree branch is in compliance with at least one criterion and the attribute subset has not been previously analyzed. - View Dependent Claims (30, 31)
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Specification