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The state-transition matrix is used to find the solution to a general state-space representation of a linear system in the following form ˙ = () + (), =, where () are the states of the system, () is the input signal, () and () are matrix functions, and is the initial condition at .
In the state-transition table, all possible inputs to the finite-state machine are enumerated across the columns of the table, while all possible states are enumerated across the rows. If the machine is in the state S 1 (the first row) and receives an input of 1 (second column), the machine will stay in the state S 1.
The asymptotic availability, i.e. availability over a long period, of the system is equal to the probability that the model is in state 1 or state 2. This is calculated by making a set of linear equations of the state transition and solving the linear system. The matrix is constructed with a row for each state.
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The changes of state of the system are called transitions. The probabilities associated with various state changes are called transition probabilities. The process is characterized by a state space, a transition matrix describing the probabilities of particular transitions, and an initial state (or initial distribution) across the state space ...
State transition matrix — exponent of state matrix in control systems. Substitution matrix — a matrix from bioinformatics, which describes mutation rates of amino acid or DNA sequences. Supnick matrix — a square matrix used in computer science. Z-matrix — a matrix in chemistry, representing a molecule in terms of its relative atomic ...
The observation equation matrix C has one row that selects the value of the first state variable for output. The filter correction gain matrix L has one column containing the alpha and beta gain values. Any known driving signal for the second state term is represented as part of the input signal vector u, otherwise the u vector is set to zero.
Change-of-basis matrix, associated with a change of basis for a vector space. Stochastic matrix , a square matrix used to describe the transitions of a Markov chain . State-transition matrix , a matrix whose product with the state vector x {\displaystyle x} at an initial time t 0 {\displaystyle t_{0}} gives x {\displaystyle x} at a later time t ...