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In the field of
mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
known as
functional analysis Functional analysis is a branch of mathematical analysis, the core of which is formed by the study of vector spaces endowed with some kind of limit-related structure (for example, Inner product space#Definition, inner product, Norm (mathematics ...
, the invariant subspace problem is a partially unresolved problem asking whether every bounded operator on a
complex Complex commonly refers to: * Complexity, the behaviour of a system whose components interact in multiple ways so possible interactions are difficult to describe ** Complex system, a system composed of many components which may interact with each ...
Banach space In mathematics, more specifically in functional analysis, a Banach space (, ) is a complete normed vector space. Thus, a Banach space is a vector space with a metric that allows the computation of vector length and distance between vectors and ...
sends some non-trivial closed subspace to itself. Many variants of the problem have been solved, by restricting the class of bounded operators considered or by specifying a particular class of Banach spaces. The problem is still
open Open or OPEN may refer to: Music * Open (band), Australian pop/rock band * The Open (band), English indie rock band * ''Open'' (Blues Image album), 1969 * ''Open'' (Gerd Dudek, Buschi Niebergall, and Edward Vesala album), 1979 * ''Open'' (Go ...
for separable
Hilbert space In mathematics, a Hilbert space is a real number, real or complex number, complex inner product space that is also a complete metric space with respect to the metric induced by the inner product. It generalizes the notion of Euclidean space. The ...
s (in other words, each example, found so far, of an operator with no non-trivial invariant subspaces is an operator that acts on a Banach space that is not
isomorphic In mathematics, an isomorphism is a structure-preserving mapping or morphism between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between the ...
to a separable Hilbert space).


History

The problem seems to have been stated in the mid-20th century after work by Beurling and von Neumann,. who found (but never published) a positive solution for the case of compact operators. It was then posed by
Paul Halmos Paul Richard Halmos (; 3 March 1916 – 2 October 2006) was a Kingdom of Hungary, Hungarian-born United States, American mathematician and probabilist who made fundamental advances in the areas of mathematical logic, probability theory, operat ...
for the case of operators T such that T^2 is compact. This was resolved affirmatively, for the more general class of polynomially compact operators (operators T such that p(T) is a compact operator for a suitably chosen nonzero
polynomial In mathematics, a polynomial is a Expression (mathematics), mathematical expression consisting of indeterminate (variable), indeterminates (also called variable (mathematics), variables) and coefficients, that involves only the operations of addit ...
p), by Allen R. Bernstein and Abraham Robinson in 1966 (see for a summary of the proof). For
Banach space In mathematics, more specifically in functional analysis, a Banach space (, ) is a complete normed vector space. Thus, a Banach space is a vector space with a metric that allows the computation of vector length and distance between vectors and ...
s, the first example of an operator without an invariant subspace was constructed by Per Enflo. He proposed a
counterexample A counterexample is any exception to a generalization. In logic a counterexample disproves the generalization, and does so rigorously in the fields of mathematics and philosophy. For example, the fact that "student John Smith is not lazy" is a c ...
to the invariant subspace problem in 1975, publishing an outline in 1976. Enflo submitted the full article in 1981 and the article's complexity and length delayed its publication to 1987.; . Enflo's long "manuscript had a world-wide circulation among mathematicians" and some of its ideas were described in publications besides Enflo (1976). Enflo's works inspired a similar construction of an operator without an invariant subspace for example by Bernard Beauzamy, who acknowledged Enflo's ideas. In the 1990s, Enflo developed a "constructive" approach to the invariant subspace problem on Hilbert spaces. In May 2023, a preprint of Enflo appeared on arXiv, which, if correct, solves the problem for Hilbert spaces and completes the picture. In July 2023, a second and independent preprint of Neville appeared on arXiv, claiming the solution of the problem for separable Hilbert spaces. In September 2024, a peer-reviewed article published in
Axioms An axiom, postulate, or assumption is a statement that is taken to be true, to serve as a premise or starting point for further reasoning and arguments. The word comes from the Ancient Greek word (), meaning 'that which is thought worthy or f ...
by a team of four Jordanian academic researchers announced that they had solved the invariant subspace problem. However, basic mistakes in the proof were pointed out.


Precise statement

Formally, the invariant subspace problem for a complex
Banach space In mathematics, more specifically in functional analysis, a Banach space (, ) is a complete normed vector space. Thus, a Banach space is a vector space with a metric that allows the computation of vector length and distance between vectors and ...
H of
dimension In physics and mathematics, the dimension of a mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any point within it. Thus, a line has a dimension of one (1D) because only one coo ...
 > 1 is the question whether every bounded linear operator T: H \to H has a non-trivial closed T-invariant subspace: a closed
linear subspace In mathematics, the term ''linear'' is used in two distinct senses for two different properties: * linearity of a ''function (mathematics), function'' (or ''mapping (mathematics), mapping''); * linearity of a ''polynomial''. An example of a li ...
W of H, which is different from \ and from H, such that T(W)\subset W . A negative answer to the problem is closely related to properties of the orbits T. If x is an element of the Banach space H, the orbit of x under the action of T, denoted by /math>, is the subspace generated by the sequence \. This is also called the T-cyclic subspace generated by x. From the definition it follows that /math> is a T-invariant subspace. Moreover, it is the ''minimal'' T-invariant subspace containing x: if W is another invariant subspace containing x, then necessarily T^n(x) \in W for all n \ge 0 (since W is T-invariant), and so subset W. If x is non-zero, then /math> is not equal to \, so its closure is either the whole space H (in which case x is said to be a cyclic vector for T) or it is a non-trivial T-invariant subspace. Therefore, a counterexample to the invariant subspace problem would be a Banach space H and a bounded operator T: H \to H for which every non-zero vector x\in H is a cyclic vector for T. (Where a "cyclic vector" x for an operator T on a Banach space H means one for which the orbit /math> of x is dense in H.)


Known special cases

While the case of the invariant subspace problem for separable Hilbert spaces is still open, several other cases have been settled for
topological vector space In mathematics, a topological vector space (also called a linear topological space and commonly abbreviated TVS or t.v.s.) is one of the basic structures investigated in functional analysis. A topological vector space is a vector space that is als ...
s (over the field of complex numbers): *For finite-dimensional complex vector spaces, every operator admits an eigenvector, so it has a 1-dimensional invariant subspace. * The conjecture is true if the Hilbert space H is not separable (i.e. if it has an
uncountable In mathematics, an uncountable set, informally, is an infinite set that contains too many elements to be countable. The uncountability of a set is closely related to its cardinal number: a set is uncountable if its cardinal number is larger tha ...
orthonormal basis In mathematics, particularly linear algebra, an orthonormal basis for an inner product space V with finite Dimension (linear algebra), dimension is a Basis (linear algebra), basis for V whose vectors are orthonormal, that is, they are all unit vec ...
). In fact, if x is a non-zero vector in H, the norm closure of the linear orbit /math> is separable (by construction) and hence a proper subspace and also invariant. *von Neumann showed that any compact operator on a Hilbert space of dimension at least 2 has a non-trivial invariant subspace. * The
spectral theorem In linear algebra and functional analysis, a spectral theorem is a result about when a linear operator or matrix can be diagonalized (that is, represented as a diagonal matrix in some basis). This is extremely useful because computations involvin ...
shows that all
normal operator In mathematics, especially functional analysis, a normal operator on a complex number, complex Hilbert space H is a continuous function (topology), continuous linear operator N\colon H\rightarrow H that commutator, commutes with its Hermitian adjo ...
s admit invariant subspaces. * proved that every compact operator on any Banach space of dimension at least 2 has an invariant subspace. * proved using
non-standard analysis The history of calculus is fraught with philosophical debates about the meaning and logical validity of fluxions or infinitesimal numbers. The standard way to resolve these debates is to define the operations of calculus using (ε, δ)-definitio ...
that if the operator T on a Hilbert space is polynomially compact (in other words p(T) is compact for some nonzero polynomial p) then T has an invariant subspace. Their proof uses the original idea of embedding the infinite-dimensional Hilbert space in a hyperfinite-dimensional Hilbert space (see Non-standard analysis#Invariant subspace problem). * , after having seen Robinson's preprint, eliminated the non-standard analysis from it and provided a shorter proof in the same issue of the same journal. * gave a very short proof using the Schauder fixed point theorem that if the operator T on a Banach space commutes with a non-zero compact operator then T has a non-trivial invariant subspace. This includes the case of polynomially compact operators because an operator commutes with any polynomial in itself. More generally, he showed that if S commutes with a non-scalar operator T that commutes with a non-zero compact operator, then S has an invariant subspace.See for a review. *The first example of an operator on a Banach space with no non-trivial invariant subspaces was found by , and his example was simplified by . *The first counterexample on a "classical" Banach space was found by , who described an operator on the classical Banach space l_1 with no invariant subspaces. *Later constructed an operator on l_1 without even a non-trivial closed invariant ''subset'', that is that for every vector x the ''set'' \ is dense, in which case the vector is called hypercyclic (the difference with the case of cyclic vectors is that we are not taking the subspace generated by the points \ in this case). * gave an example of an operator without invariant subspaces on a nuclear Fréchet space. * proved that any infinite-dimensional Banach space of countable type over a non-Archimedean field admits a bounded linear operator without a non-trivial closed invariant subspace. This completely solves the non-Archimedean version of this problem, posed by van Rooij and Schikhof in 1992. * gave the construction of an infinite-dimensional Banach space such that every continuous operator is the sum of a compact operator and a scalar operator, so in particular every operator has an invariant subspace.


Notes


References

* * * * * * * * * * * * * * * * * * * * * {{Functional analysis Invariant subspaces Operator theory Functional analysis Unsolved problems in mathematics Mathematical problems