Matrix Differential Equation

Matrix Differential Equation

A differential equation is a mathematical equation for an unknown function of one or several variables that relates the values of the function itself and of its derivatives of various orders. A matrix differential equation contains more than one function stacked into vector form with a matrix relating the functions to their derivatives.

For example, a simple matrix ordinary differential equation is

where is an n×1 vector of functions of an underlying variable, is the vector of first derivatives of these functions, and is an n×n matrix, of which all elements are constants.

Note that by using the Cayley-Hamilton theorem and Vandermonde-type matrices, a solution may be given in a simple form. Below it is developed the solution in terms of Putzer's algorithm.

This differential equation has the following general solution:

where, ... and are the eigenvalues of ;, ... and are the respective eigenvectors of and, .... and are constants.

Read more about Matrix Differential Equation:  Stability and Steady State of The Matrix System, Solution in Matrix Form, Putzer Algorithm For Computing, Deconstructed Example of A Matrix Ordinary Differential Equation, Solving Deconstructed Matrix Ordinary Differential Equations, Solved Example of A Matrix ODE, See Also

Famous quotes containing the words matrix, differential and/or equation:

    As all historians know, the past is a great darkness, and filled with echoes. Voices may reach us from it; but what they say to us is imbued with the obscurity of the matrix out of which they come; and try as we may, we cannot always decipher them precisely in the clearer light of our day.
    Margaret Atwood (b. 1939)

    But how is one to make a scientist understand that there is something unalterably deranged about differential calculus, quantum theory, or the obscene and so inanely liturgical ordeals of the precession of the equinoxes.
    Antonin Artaud (1896–1948)

    A nation fights well in proportion to the amount of men and materials it has. And the other equation is that the individual soldier in that army is a more effective soldier the poorer his standard of living has been in the past.
    Norman Mailer (b. 1923)