Title :
Properties of numerical algorithms related to computing controllability
Author_Institution :
McGill University, Montreal, P.Q., Canada
fDate :
2/1/1981 12:00:00 AM
Abstract :
The numerical properties of some methods for computing controllability are used in an expository way to motivate a wider understanding of numerical computations. In particular, the numerical rank of a matrix, the numerical stability of algorithms, the sensitivity of problems, and the scaling of problems are discussed. A numerically stable algorithm is given for computing controllability, but it is pointed out that a measure of the distance of the given system from the nearest uncontrollable system would be more useful, and this appears to be an open computational problem.
Keywords :
Controllability, linear systems; Multivariable systems; Numerical methods; Numerical stability; Algorithm design and analysis; Control systems; Controllability; Design engineering; Eigenvalues and eigenfunctions; Linear systems; Numerical stability; Observability; Reliability engineering; Roundoff errors;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.1981.1102563