Eigenvector Varieties
Pith reviewed 2026-06-26 15:14 UTC · model grok-4.3
The pith
Any linear space of square matrices determines an eigenvector variety consisting of the eigenvectors of its matrices.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
Any linear space of square matrices has an associated eigenvector variety. Its points are eigenvectors of matrices from that linear space.
What carries the argument
The eigenvector variety of a linear space of matrices, the projective variety whose points are the eigenvectors (common or individual) of the matrices in the space.
If this is right
- The eigenvector variety is an algebraic variety whose dimension and degree are determined by the linear space.
- Geometric invariants of the variety reflect algebraic properties of the original linear space of matrices.
- For Lie algebras the variety encodes geometric information about joint eigenvectors or orbits.
- For quantum Hamiltonians the variety gives a projective-geometric model of the relevant eigenspaces.
Where Pith is reading between the lines
- Elimination or resultant techniques could be used to compute explicit equations for these varieties in low dimensions.
- The construction may relate eigenvector varieties to other classical objects such as commuting varieties or determinantal varieties.
- The same definition could be applied to linear spaces over other fields or to rectangular matrices to produce analogous varieties.
Load-bearing premise
The eigenvectors of matrices belonging to an arbitrary linear space always form an algebraic variety in projective space.
What would settle it
An explicit example of a linear space of square matrices whose eigenvectors do not form a closed algebraic subset of projective space.
read the original abstract
Any linear space of square matrices has an associated eigenvector variety. Its points are eigenvectors of matrices from that linear space. We present a systematic study of eigenvector varieties, with focus on Lie algebras and Hamiltonians of quantum systems.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript defines the eigenvector variety of a linear space L of square matrices as the closed subscheme of projective space cut out by the condition that every matrix in L has a given vector as eigenvector. It announces a systematic study of these varieties, with emphasis on the cases where L arises as a Lie algebra or as a space of Hamiltonians for quantum systems.
Significance. The construction supplies a natural algebraic-geometric object attached to any linear space of matrices; the explicit description via 2×2 minors of the matrices [v | A_i v] shows that the locus is always a projective scheme without further hypotheses. If the subsequent study yields concrete classifications, dimension formulas, or applications to representation theory and quantum control, the framework could be useful for organizing existing results on common eigenspaces.
minor comments (3)
- The introduction should state the precise definition (including the ambient projective space and the ideal generated by the minors) before announcing the systematic study, so that the reader can immediately verify the claim that the locus is always a variety.
- When the focus turns to Lie algebras and quantum Hamiltonians, explicit low-dimensional examples (e.g., sl(2) or a two-qubit Hamiltonian space) with computed equations or Hilbert polynomials would make the claimed systematic study more concrete.
- Notation for the eigenvector variety (e.g., E(L) or V(L)) should be fixed early and used consistently; the abstract uses none.
Simulated Author's Rebuttal
We thank the referee for their positive summary and significance assessment of our work on eigenvector varieties. The recommendation of minor revision is noted; however, the report contains no specific major comments requiring response.
Circularity Check
No significant circularity: eigenvector variety is defined by explicit equations
full rationale
The paper introduces the eigenvector variety as the projective locus of vectors v such that A v lies in span(v) for all A in a linear space L. This locus is cut out by the 2x2 minors of the matrices [v | A_i v] for a basis of L; each minor is a homogeneous quadratic, so the set is a closed subscheme by the definition of projective varieties. No derivation step reduces this construction to fitted parameters, self-citations, or prior results by the same authors. The subsequent study of examples (Lie algebras, Hamiltonians) proceeds from this explicit algebraic definition without circular reductions.
Axiom & Free-Parameter Ledger
Reference graph
Works this paper leans on
-
[1]
Bezanson, A
J. Bezanson, A. Edelman, S. Karpinski and V.B. Shah:Julia: A fresh approach to numerical computing, SIAM Review59(2017) 65–98
2017
-
[2]
Breiding and S
P. Breiding and S. Timme:HomotopyContinuation.jl: A Package for Homotopy Continuation in Julia, Math. Software – ICMS 2018, 458–465, Springer International Publishing (2018)
2018
-
[3]
Cid-Ruiz and I
Y. Cid-Ruiz and I. Smirnov:Effective generic freeness and applications to local cohomology, Journal of the London Mathematical Society110(2024) no. 4, e12995
2024
-
[4]
Di Rocco, B
S. Di Rocco, B. Sturmfels and S. Sverrisd´ ottir:Code for eigenvector varieties,https:// github.com/svalasverris/EigenvectorVarieties, 2026
2026
-
[5]
Dolgachev:Classical Algebraic Geometry: A Modern View, Cambridge Univ
I. Dolgachev:Classical Algebraic Geometry: A Modern View, Cambridge Univ. Press, 2012
2012
-
[6]
Eisenbud and J
D. Eisenbud and J. Harris:Vector spaces of matrices of low rank, Advances in Mathematics 70(1988) 135–155
1988
-
[7]
Faulstich, B
F. Faulstich, B. Sturmfels and S. Sverrisd´ ottir:Algebraic varieties in quantum chemistry, Foundations of Computational Mathematics24(2024) 1-32
2024
-
[8]
Freericks and H
J. Freericks and H. Monien:Phase diagram of the Bose-Hubbard model, Europhysics Letters 26(1994) 545–550
1994
-
[9]
Gel’fand, M
I. Gel’fand, M. Kapranov and A. Zelevinsky:Discriminants, Resultants, and Multidimensional Determinants, Birkh¨ auser, Boston, 1994
1994
-
[10]
Grayson and M
D. Grayson and M. Stillman: Macaulay2, a software system for research in algebraic geometry, available athttp://www.math.uiuc.edu/Macaulay2/
-
[11]
Landsberg and G
J.M. Landsberg and G. Ottaviani: Equations for secant varieties of Veronese and other vari- eties, Annali di Matematica Pura ed Applicata192(2013) 569–606
2013
-
[12]
M. Leal, C. Lozano Huerta and M. Vite:The Noether–Lefschetz locus of surfaces inP 3 formed by determinantal surfaces, Mathematische Nachrichten297(2024) 4671–4688
2024
-
[13]
Micha lek and B
M. Micha lek and B. Sturmfels:Invitation to Nonlinear Algebra, Graduate Studies in Mathe- matics, vol. 211, American Mathematical Society, 2021
2021
-
[14]
Mumford, J
D. Mumford, J. Fogarty and F. Kirwan: Geometric Invariant Theory, 3rd ed., Ergebnisse der Mathematik und ihrer Grenzgebiete, vol. 34, Springer, 1994
1994
-
[15]
Ottaviani and B
G. Ottaviani and B. Sturmfels:Matrices with eigenvectors in a given subspace, Proceedings of the American Mathematical Society141(2013) 1219–1232. 23
2013
-
[16]
Reichstein and A
Z. Reichstein and A. Vistoli:On the dimension of the locus of determinantal hypersurfaces, Canadian Mathematical Bulletin60(2017) 613–630
2017
-
[17]
Ringel:The eigenvector variety of a matrix pencil, Linear Algebra and its Applications 531(2017) 447–458
C. Ringel:The eigenvector variety of a matrix pencil, Linear Algebra and its Applications 531(2017) 447–458
2017
-
[18]
Sam:Equations and syzygies of some Kalman varieties, Proceedings of the American Mathematical Society140(2012) 4153–4166
S. Sam:Equations and syzygies of some Kalman varieties, Proceedings of the American Mathematical Society140(2012) 4153–4166
2012
-
[19]
Seshadri:Geometry of G/P
C.S. Seshadri:Geometry of G/P. I. Theory of standard monomials for minuscule represen- tations, C. P. Ramanujan – a tribute, Tata Inst. Fund. Res. Studies in Math., vol. 8, Berlin, New York, Springer-Verlag, 1978, pp. 207–239
1978
-
[20]
Sverrisd´ ottir,Algebraic varieties in second quantization, SIAM Journal on Applied Algebra and Geometry, to appear
S. Sverrisd´ ottir,Algebraic varieties in second quantization, SIAM Journal on Applied Algebra and Geometry, to appear
-
[21]
Szabo and N
A. Szabo and N. S. Ostlund,Modern Quantum Chemistry: Introduction to Advanced Electronic Structure Theory, McGraw–Hill, New York, 1989. Authors’ addresses: Sandra Di Rocco, KTH Stockholmdirocco@math.kth.se Bernd Sturmfels, MPI-MiS Leipzigbernd@mis.mpg.de Svala Sverrisd´ ottir, MPI-MiS Leipzigsverris@mis.mpg.de 24
1989
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