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In order to characterize the memory of a dynamical system, we use a concept known as state .
We are given the following differential equation describing a system. Note that .
Using the Laplace transform techniques described in the module on Linear Systems with Constant Coefficients , we can find a solution for :
As we need the information contained in for this solution, defines the state.
The differential equation describing an unforced system is:
Finding the function, we have
The roots of this function are and . These values are used in the solution to the differential equation as the exponents of the exponential functions:
where and are constants. To determine the values of these constants we would need two equations (with two equations and two unknowns, we can find the unknowns). If we knew and we could find two equations, and we could then solve for . Therefore the system's state, , is
In fact, the state can also be defined as any two non-trivial (i.e. independent) linear combinations of and .
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