Method and system for modeling a system
First Claim
1. A method for determination of at least one partial model of a model of a system, a state of the system being described by state quantities, comprising:
- determining sets of values of the state quantities, where at least one of the state quantities is a discrete state quantity;
determining a probability distribution for the state quantities from the sets; and
determining the partial model of the system using the sets, the probability distribution for the state quantities and a statistical learning method, the partial model describing the system under the precondition of the probability distribution for the state quantities.
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Abstract
The invention relates to a method and a system for detecting at least one partial model of a model pertaining to a system. A state of the system is described by state variables. At least on e of the state variables is a discrete state variable. Several value sets of the state variables are detected. A probability distribution for the state variables is detected by using the sets. The partial model of the system is detected using the sets and the probability distribution of the state variables and a statistical learning method. The partial model describes the system under the condition of the probability distribution for the state variables.
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Citations
23 Claims
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1. A method for determination of at least one partial model of a model of a system, a state of the system being described by state quantities, comprising:
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determining sets of values of the state quantities, where at least one of the state quantities is a discrete state quantity;
determining a probability distribution for the state quantities from the sets; and
determining the partial model of the system using the sets, the probability distribution for the state quantities and a statistical learning method, the partial model describing the system under the precondition of the probability distribution for the state quantities. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21)
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22. A system for determination of at least one partial model of a model of a system, a state of the system being described by state quantities, comprising:
a processor programmed to determine sets of values of the state quantities, where at least one of the state quantities is a discrete state quantity;
to determine a probability distribution for the state quantities from the sets, and to determine the partial model of the system using the sets, the probability distribution for the state quantities and a statistical learning method, the partial model describing the system under the precondition of the probability distribution for the state quantities.
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23. At least one computer readable medium storing at least one computer program for controlling a processor to execute a method for determination of at least one partial model of a model of a system, a state of the system being described by state quantities, said method comprising:
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determining sets of values of the state quantities, where at least one of the state quantities is a discrete state quantity;
determining a probability distribution for the state quantities from the sets; and
determining the partial model of the system using the sets, the probability distribution for the state quantities and a statistical learning method, the partial model describing the system under the precondition of the probability distribution for the state quantities.
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Specification