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Discusses the Jordan form theory and Minimal Polynomial Theorem, including similarity of matrices, elementary divisors, and necessary conditions. Provides solutions, examples, and theorems related to matrix structures.
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Note Please review 組合矩陣理論筆記(4) 1-3 about Jordan form and Minimal polynomial
Theorem 1.2.13 If m=n ,and at least one of A or B is nonsigular,then AB and BA are similar
Remark The Jordan structure of AB and BA corresponding to nonzero eigenvalues are the same
Qestion p.1 Given when does there exist matrices such that and
Qestion p.2 Solved in H.Flanders, Elementary divisors of AB and BA Pra. Amer. Math. Sec 2(1951) 871-874 C.R Johnson, E.A.Schreineer, The relationship between AB and BA, Ameri Math Monthly 103(1966),578-582
Solution p.1 A,B exist if and only if (i) The Jordan structure associated with nonzero eigenvalues is identical in C and D
Solution p.2 (ii) If are the sizes of the Jordan blocks associated with 0 in C while are the corresponding for all i sizes in D, then ( Here, for convenience, we fill out lists of zero Jordan blocks sizes with 0 as needed)
Problem Given square complex matrices not necessarily of the same size. Find a necessary and sufficientary condition on so that there exist complex rectangular matrices of appropriate size that satisfy
Equivalent Problem Given when does there exist a matrix A in the superdiagonal --block form, i.e. such that
Theorem p.1 Let U(A):= the collection of elementary Jardan blocks in the Jordan form of A . Given To obtain from U(A) replace each by and a by k times if
Theorem p.2 and by m-q copies of together with q copies of where p is a positive integer and q is a nonnegative integer determined uniquely by
Cyclically consecutive equal components is said to have cyclically consecutive equal components, if whenever with then either or
Example 1 has cyclically consecutive equal components
Example 2 has no cyclically consecutive equal components
Theorem p.1 Given square matrices there are rectangular matrices such that iff (a) have the same subcollection of nonsigular elementary Jordan blocks.
Theorem p.2 (b) It is possible to list the nilpotent elementary Jordan blocks in in some way, say, are nonnegative where (and stands for an empty block) so that for each positive integer
Theorem p.3 is either an m-tuple with constant components, or an m-tuple with two distinct components that differ by 1 and in which equal components are cyclically consecutive.
Example 1 p.1 Let A List of nilpotant elementary Jordan blocks the corresponding 2-tuple :
Example 1 p.2 Let A List of nipotant elementary Jordan blocks the corresponding 2-tuple :
Example 2 p.1 Given A list of nilpotent elementary Jordan blocks satisfy the condition (b) in Theorem (see next page)
Example 2 p.1 The corresponding 4-tuple are
Jordan Diagram Let T be a nilpotent operator on V and 5 is the index of nilpotency of T. Jordan chain for T
Jordan Diagram a basis for N(T)
Jordan Diagram a basis for N(T2)
Jordan Diagram a basis for N(T3)
Jordan Diagram a basis for N(T4)=V
Theorem Let V be a finite dimensional vector space Let be a nilpotent operator then there is an ordered basis β of V s.t. is a Jordan matrix