General explicit expressions for intertwining operators and direct rotations of two orthogonal projections
Yan-Ni Dou, Wei-Juan Shi, Miao-Miao Cui, Hong-Ke Du

TL;DR
This paper derives explicit formulas for intertwining operators and direct rotations of orthogonal projections, improving upon existing theoretical results using block operator and spectral theory techniques.
Contribution
It introduces general explicit expressions for these operators, advancing the theoretical understanding beyond previous theorems by Kato, Avron et al., and Davis and Kahan.
Findings
Explicit formulas for intertwining operators
Explicit formulas for direct rotations
Improved theoretical results over prior theorems
Abstract
In this paper, based on the block operator technique and operator spectral theory, the general explicit expressions for intertwining operators and direct rotations of two orthogonal projections have been established. As a consequence, it is an improvement of Kato's result (Perturbation Theory of Linear operators, Springer-Verlag, Berlin/Heidelberg, 1996); J. Avron, R. Seiler and B. Simon's Theorem 2.3 (The index of a pair of projections, J. Funct. Anal. 120(1994) 220-237) and C. Davis, W.M. Kahan, (The rotation of eigenvectors by a perturbation, III. SIAM J. Numer. Anal. 7(1970) 1-46).
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Taxonomy
TopicsScientific Research and Discoveries · Matrix Theory and Algorithms · Scientific Measurement and Uncertainty Evaluation
General explicit expressions for intertwining operators
and direct rotations of two orthogonal projections ††thanks: This research was partially supported by the National Natural Science Foundation of China(No.11571211, 11471200), and the Fundamental Research Funds for the Central Universities(GK201301007).
Yan-Ni Dou, Wei-Juan Shi,
Miao-Miao Cui, Hong-Ke Du Corresponding author: [email protected].
Abstract
Abstract. In this paper, based on the block operator technique and operator spectral theory, the general explicit expressions for intertwining operators and direct rotations of two orthogonal projections have been established. As a consequence, it is an improvement of Kato’s result (Perturbation Theory of Linear operators, Springer-Verlag, Berlin/Heidelberg, 1996); J. Avron, R. Seiler and B. Simon’s Theorem 2.3 (The index of a pair of projections, J. Funct. Anal. 120(1994) 220-237) and C. Davis, W.M. Kahan, (The rotation of eigenvectors by a perturbation, III. SIAM J. Numer. Anal. 7(1970) 1-46).
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Abstract. In this paper, based on the block operator technique and operator spectral theory, the general explicit expressions for intertwining operators and direct rotations of two orthogonal projections have been established. As a consequence, it is an improvement of Kato’s result (Perturbation Theory of Linear operators, Springer-Verlag, Berlin/Heidelberg, 1996); J. Avron, R. Seiler and B. Simon’s Theorem 2.3 (The index of a pair of projections, J. Funct. Anal. 120(1994) 220-237) and C. Davis, W.M. Kahan, (The rotation of eigenvectors by a perturbation, III. SIAM J. Numer. Anal. 7(1970) 1-46).
Keywords. Orthogonal projection; Intertwining operator; Direct rotation; Unitary
AMS Classification: 47A05
1. Introduction
Let be a Hilbert space and the space of all bounded linear operators on An operator is called an orthogonal projection if Let be the set of all orthogonal projections in As well-known, orthogonal projections on a Hilbert space are basic objects of study in operator theory (see [1-19] and therein references). Orthogonal projections appear in various problems and in many different areas, pure or applied. In this paper, we will pay attention on the characterization to intertwining operators and direct rotations of two orthogonal projections. Let the set of all unitaries in be denoted by If and are orthogonal projections and there exists a unitary such that
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then is called an outer intertwining operator of and . The set of all outer intertwining operators of a pair of orthogonal projections is denoted by
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Similarly, if
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then is called an inner intertwining operator of and The set of all inner intertwining operators of a pair of orthogonal projections is denoted by
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Moreover, if both of
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hold, then is called an intertwining operator of and The set of all intertwining operators of a pair of orthogonal projections is denoted by
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For a pair of orthogonal projections. A unitary is called a direct rotation from to (see [1] and [10]) if
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where if is an orthogonal projection. If and are orthogonal projections with Kato in [13] verified that there exists such that Moreover, Avron, Seiler and Simon ([6]) proved that if and are orthogonal projections on with then there exists a unitary with If and are orthogonal projections have no common eigenvectors, the mine result shown by Amrein, Sinha ([2]) implies that there exists a self-adjoint intertwining operator of . For a pair of orthogonal projections, we ([19]) provided a sufficient and necessary condition that there exists an intertwining operator of More recently, Simon ([18]) presented a more elegant proof of our previous result. In the present paper, we will give another alternative proof of the sufficient and necessary condition for the existence of intertwining operator of The proof is more geometrical compared with the proof in [18], and we believe the block operator technique used here has meaning in itself. For the sake of convenience, we need some notation and terminologies. For the range, the null space, the spectrum, the real part and the adjoint of denote by and respectively. is said to be positive if for If is positive, then denotes the positive square root of The is said to be normal if If is normal, then there exists a spectral representation Let be the polar decomposition of If and then in the polar decomposition of can be chosen as a unitary. An operator is said to be unitary if where is the identity on The following lemma is a starting point and a very useful tool in the sequel. Lemma 1.1. ([11], [19]) If and are two closed subspaces of and and denote the orthogonal projections on and , respectively, then and have the operator matrices
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and
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with respect to the space decomposition , respectively, where , , , , and is a positive contraction on , [math] and are not eigenvalues of , and is a unitary from onto . is the identity on , Remark 1.2. From Lemma 1.1, we will get more information involving with geometry structure between and For example, (1) Since and it implies that where denotes the dimension of a subspace (2) If [math] ( or then [math] ( or ) is a limit point of and where denotes the point spectrum of In this case, If then If Halmos ([12]) called that the pair is in the generic position. If two orthogonal projections are in the generic position, then and the operator matrices (5) and (6) of and can be simplified as follows
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respectively. In general, for a pair of orthogonal projections with operator matrices as (5) and (6), denote and by
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the pair as the restriction of on is called the generic part of Let us give a brief outline of the contents of this paper. The general explicit expressions for outer intertwining operators and intertwining operators of two orthogonal projections in the generic position are stated in Section 2. In Section 3, based on block operator technique and spectral theory we give an alternative proof of the sufficient and necessary condition that there exists an intertwining operator of a pair In view of the proof, we get general explicit expressions of intertwining operators of a pair In Section 4, we provide an alternative proof of the sufficient and necessary condition which there exists a direct rotation of a pair and obtain the general explicit expressions of all direct rotations for a pair
2. General explicit expressions of intertwining operators for
a pair in the generic position
For outer (or inner ) intertwining operators and intertwining operators of a pair of orthogonal projections, we have: Theorem 2.1. Let and be two orthogonal projections in the generic position and and have operator matrix forms (7). Then \hbox{(a)}\quad\hbox{out}{\mathcal{U}}_{Q}(P)=\left\{\left(\begin{array}[]{cc}Q_{0}^{\frac{1}{2}}&(I_{5}-Q_{0})^{\frac{1}{2}}D\\ D^{*}(I_{5}-Q_{0})^{\frac{1}{2}}&-D^{*}Q_{0}^{\frac{1}{2}}D\end{array}\right)\left(\begin{array}[]{cc}U_{0}&0\\ 0&S_{0}\end{array}\right):U_{0}\in{{\mathcal{U(H}}_{5})},S_{0}\in{\mathcal{U(H}}_{6})\right\}. \hbox{(b)}\quad\hbox{int}{\mathcal{U}}_{Q}(P)=\left\{\left(\begin{array}[]{cc}Q_{0}^{\frac{1}{2}}&(I_{5}-Q_{0})^{\frac{1}{2}}D\\ D^{*}(I_{5}-Q_{0})^{\frac{1}{2}}&-D^{*}Q_{0}^{\frac{1}{2}}D\end{array}\right)\left(\begin{array}[]{cc}U_{0}&0\\ 0&D^{*}U_{0}D\end{array}\right):U_{0}\in{\mathcal{U(H}}_{5}),U_{0}Q_{0}=Q_{0}U_{0}\right\}. Proof. We define an operator by the operator matrix
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with the decomposition . By direct computation, is a unitary on with , and hence Note that for any , is a unitary commutes with , and for any , is a unitary commutes with both and . We obtain
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and
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Let and has the operator matrix
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with the decomposition . If , then , and has the operator matrix
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in which . Moreover, if and , then we get
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Observing that , on are injective from Remark 1.2 and commutes with . It follow that , and hence , has the operator matrix
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in which . By (9), (10) and (12), we see that in and has the operator form given in (a), (b), respectively. The proof is completed. Corollary 2.2. Let a pair of orthogonal projections be in the generic position, and has the operator matrix form in Theorem 2.1. (b). Then is self-adjoint if and only if is self-adjoint. Proof. If is self-adjoint, then and is self-adjoint. We get
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Hence, Observing that the range of is dense, it follows that This shows that is self-adjoint. Conversely, it is obvious that is self-adjoint. Remark 2.3. (1) In Theorem 2.1. (a), the operator matrix can be rewritten as following,
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since (2) In Theorem 2.1. (b), the operator matrix can be rewritten as
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where and
3. General explicit expression of intertwining operators for
two orthogonal projections
In this section, we will devote to general explicit expressions for intertwining operators of two orthogonal projections if there exists an intertwining operator for the two orthogonal projections. Let and be two orthogonal projections and have operator matrices (5) and (6), respectively. For the pair of orthogonal projections, if the generic part of is as operator matrices (8), then the pair as a pair of orthogonal projections on is in the generic position. The main goal in this section is to prove the following theorem. **Theorem 3.1. ** Let be a pair of orthogonal projections with operator matrices (5) and (6), respectively. There exists a unitary such that and if and only if Moreover, if then
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Proof. If there exists a unitary such that and then
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Denote Then is a self-adjoint contraction. So that, and are reduced subspaces of Take then has the operator matrix
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with respect to the decomposition where is the identity on is the identity on is the identity on It is clear that and as operators on are injective and dense. If has the operator matrix
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with respect to the decomposition then from (14), we get Moreover, by (15) and (16), we obtain
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Comparing two sides of (17) and observing that and are injective and dense, it is derived that Therefore,
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This shows that is a unitary on \left(\begin{array}[]{cc}0&U_{23}\\ U_{32}&0\end{array}\right) is a unitary on and is a unitary on Observing that and and have operator matrices
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with respect to the decomposition respectively, from we get
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Hence, and Therefore, and are unitaries on and respectively. Observing that U_{{\mathcal{H}}_{2}\oplus{\mathcal{H}}_{3}}=\left(\begin{array}[]{cc}0&U_{23}\\ U_{32}&0\end{array}\right) and is a unitary, we have
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and
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Thus and It implies that and is a unitary from onto Similarly, is a unitary from onto Next, from and we have
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By Theorem 2.1,
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where with is a unitary on If we can choose a unitary from onto and a unitary from onto Define an operator
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where is a unitary on is a unitary from onto is a unitary from onto is a unitary on and is a unitary on with by directly checking, is a unitary on and and From the proof above, we have
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Remark 3.2. Let be a pair of orthogonal projections. From the proof of Theorem 3.1, if then the intertwining operator of the pair of orthogonal projections is not unique. Moreover, it can be chose as a self-adjoint unitary. Even though the intertwining operator can be chose as a self-adjoint operator, it is also not unique by Corollary 2.2. As a consequence, we give an alternative proof of Theorem 2.2 in [15]. Corollary 3.3. (Theorem 2.2 in [15]) Let and be subspaces of If and are orthogonal projections on and , respectively, then there exists a unitary operator such that
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Proof. Let and have operator matrices (5) and (6), respectively. Then
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and
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Denote the generic part of as the operator matrices (8). We get
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By Theorem 2.1, there exists a unitary on such that
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In this case,
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Furthermore, define by
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where are identities on Evidently, is a unitary, and and Hence,
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Remark 3.4. (1) By Theorem 2.1 and Theorem 3.1, a unitary satisfying (19) is not unique. (2) in Corollary 3.3 can by chose as a self-adjoint unitary. Even so this choice is not unique by Corollary 2.2.
4. General explicit expression of direct rotations on
a pair of orthogonal projections
The concept of a direct rotation of a pair on orthogonal projections due to Davis (see [10]). Definition 4.1. (Definition 2.9 in [1], Definition 3.1 in [10]) Let be a pair of orthogonal projections. A unitary is called a direct rotation from to (see [10]) if
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For a pair of orthogonal projections, denote the set of all direct rotations from to by
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Lemma 4.2. (Proposition 3.1 in [10]) If a pair of orthogonal projections is in the generic position, then there exists a unique unitary operator such that
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Moreover, if and have the operator matrices (7), then
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Proof. If there exists a unitary operator satisfying (22), then from we get
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Hence, from we obtain
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Let and have operator matrices
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with respect to the decomposition respectively. From (25),
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So that,
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Hence,
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Moreover,
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In general, by Theorem 2.1, there exist two unitaries such that
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So that,
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and
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Since is injective, by (27) and (28), it is clear that Therefore,
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it is uniquely determined. If
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by directly checking, satisfies (22). It is the direct rotation from to Theorem 4.3. (Proposition 3.2 in [10]) For a pair of orthogonal projections, there exists a direct rotation from to which satisfies (22) if and only if Moreover, if and with have the operator matrices (5) and (6) with respect to the space decomposition then
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where is an arbitrary unitary from onto Proof. Denote and For we get
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From (30), we obtain that Moreover, observing that is invertible since we get Hence,
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This shows that is a reduced subspace under and is the identity on For any denote where and we shall show that Observing that and we have
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Similarly,
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Hence,
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This shows that is an invariant subspace of In this case, has the operator matrix
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with respect to the decomposition Furthermore, since
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if where and we get So that This means that
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It implies that is an invertible operator on Furthermore,
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It follows that From (32), it is derived that So that, the operator matrix form (31) can be changed as follows
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Here, and are unitaries on and , respectively. If and have the operator matrices (5) and (6), then it is obvious that as a unitary on has the operator matrix form
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with respect to the decomposition where is an arbitrary unitary from onto Explicitly, there exists a unitary such as above if and only if By Lemma 4.2, has the operator matrix form
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It is uniquely determined. So that,
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Conversely, if for any unitary from onto define an operator by the form (34), then to directly test the operator is a unitary which satisfies (22). That is, is a direct rotation of the pair from to Remark 4.4. (1) There exists a unique unitary satisfying (22) if and only if (2) For a pair of orthogonal projections, if then the direct rotation from to is not unique. The general expression of direct rotations from to has the form (29), where can be chose over all unitaries from onto (3) For a pair of orthogonal projections with if the set of all direct rotations from to is denoted by then
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(4) It is interesting that if a pair of orthogonal projections with and then
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As the end, we will give an alternative proof of the extremal property in regard to the direct rotation which is due to Davis ( see [1],[10]). The proof used block operator matrices and spectral theory may give us some inspiration in the further study. Theorem 4.5. Let the pair of orthogonal projections be in the generic position. The direct rotation from to has the extremal property
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Proof. Assume that and are in the generic position and have the operator matrix (7). From Lemma 4.2 and (23), the direct rotation from to is unique and
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Hence,
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If then
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Thus
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By Theorem 2.1, if then we have
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where In this case,
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Without loss of generality, we can assume that Take a unit vector such that We get
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Similarly,
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So that, Hence, Thus
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The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] S. Alneverio, A.K. Motovilov, Sharpening the norm bound in the subspace perturbation theory, Complex Anal. Oper. Theory. 7 (2013) 1389-1416.
- 2[2] W.O. Amrein, K.B. Sinha, On pairs of projections in a Hilbert space, Linear algebra Appl. 208/209 (1994) 425-435.
- 3[3] E. Andruchow, Paris of projections: Geodesics, Fredholm and compact, Complex Anal. Oper. Theory, 8 (2014) 1435-1453.
- 4[4] E. Andruchow, E. Chiumiento, M.E. Di Iorio y Lucero, The compatible Grassmannian, Differential Geometry and its Applications. 32 (2014) 1-27.
- 5[5] E. Andruchow, G. Larotonda, Hopf-Rinow theorem in the sato Grassmannian, J. Funct. Anal. 255 (2008) 1692-1712.
- 6[6] J. Avron, R. Seiler and B. Simon, The index of a pair of projections, J. Funct. Anal. 120 (1994) 220-237.
- 7[7] F. Botelho, J. Jamison, L. Molnár, Surjective isometries on Grassmann spaces, J. Funct Anal. 265 (2013) 2226-2238.
- 8[8] A. Böttecher, L.M. Spitkovsk, A gentle guide to the basics of two projections theory, Linear Algebra Appl. 432 (2010) (6) 1412-1459.
