Almost Mathieu Operator
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In
mathematical physics Mathematical physics refers to the development of mathematics, mathematical methods for application to problems in physics. The ''Journal of Mathematical Physics'' defines the field as "the application of mathematics to problems in physics and t ...
, the almost Mathieu operator arises in the study of the
quantum Hall effect The quantum Hall effect (or integer quantum Hall effect) is a quantized version of the Hall effect which is observed in two-dimensional electron systems subjected to low temperatures and strong magnetic fields, in which the Hall resistance exh ...
. It is given by : ^_\omega un) = u(n+1) + u(n-1) + 2 \lambda \cos(2\pi (\omega + n\alpha)) u(n), \, acting as a
self-adjoint operator In mathematics, a self-adjoint operator on an infinite-dimensional complex vector space ''V'' with inner product \langle\cdot,\cdot\rangle (equivalently, a Hermitian operator in the finite-dimensional case) is a linear map ''A'' (from ''V'' to itse ...
on the Hilbert space \ell^2(\mathbb). Here \alpha,\omega \in\mathbb, \lambda > 0 are parameters. In
pure mathematics Pure mathematics is the study of mathematical concepts independently of any application outside mathematics. These concepts may originate in real-world concerns, and the results obtained may later turn out to be useful for practical applications, ...
, its importance comes from the fact of being one of the best-understood examples of an
ergodic In mathematics, ergodicity expresses the idea that a point of a moving system, either a dynamical system or a stochastic process, will eventually visit all parts of the space that the system moves in, in a uniform and random sense. This implies tha ...
Schrödinger operator. For example, three problems (now all solved) of
Barry Simon Barry Martin Simon (born 16 April 1946) is an American mathematical physicist and was the IBM professor of Mathematics and Theoretical Physics at Caltech, known for his prolific contributions in spectral theory, functional analysis, and nonre ...
's fifteen problems about Schrödinger operators "for the twenty-first century" featured the almost Mathieu operator. In physics, the almost Mathieu operators can be used to study metal to insulator transitions like in the
Aubry–André model The Aubry–André model is a statistical toy model to study thermodynamic properties in condensed matter. The model is usually employed to study quasicrystals and the transition metal-insulator in disordered systems predicted by Anderson localizati ...
. For \lambda = 1, the almost Mathieu operator is sometimes called Harper's equation.


The spectral type

If \alpha is a
rational number In mathematics, a rational number is a number that can be expressed as the quotient or fraction of two integers, a numerator and a non-zero denominator . For example, is a rational number, as is every integer (e.g. ). The set of all ration ...
, then H^_\omega is a periodic operator and by
Floquet theory Floquet theory is a branch of the theory of ordinary differential equations relating to the class of solutions to periodic linear differential equations of the form :\dot = A(t) x, with \displaystyle A(t) a Piecewise#Continuity, piecewise contin ...
its
spectrum A spectrum (plural ''spectra'' or ''spectrums'') is a condition that is not limited to a specific set of values but can vary, without gaps, across a continuum. The word was first used scientifically in optics to describe the rainbow of colors i ...
is purely
absolutely continuous In calculus, absolute continuity is a smoothness property of functions that is stronger than continuity and uniform continuity. The notion of absolute continuity allows one to obtain generalizations of the relationship between the two central oper ...
. Now to the case when \alpha is
irrational Irrationality is cognition, thinking, talking, or acting without inclusion of rationality. It is more specifically described as an action or opinion given through inadequate use of reason, or through emotional distress or cognitive deficiency. T ...
. Since the transformation \omega \mapsto \omega + \alpha is minimal, it follows that the spectrum of H^_\omega does not depend on \omega . On the other hand, by ergodicity, the supports of absolutely continuous, singular continuous, and pure point parts of the spectrum are almost surely independent of \omega . It is now known, that *For 0 < \lambda < 1, H^_\omega has surely purely absolutely continuous spectrum. (This was one of Simon's problems.) *For \lambda= 1, H^_\omega has surely purely singular continuous spectrum for any irrational \alpha. *For \lambda > 1, H^_\omega has almost surely pure point spectrum and exhibits
Anderson localization In condensed matter physics, Anderson localization (also known as strong localization) is the absence of diffusion of waves in a ''disordered'' medium. This phenomenon is named after the American physicist P. W. Anderson, who was the first to sug ...
. (It is known that almost surely can not be replaced by surely.) That the spectral measures are singular when \lambda \geq 1 follows (through the work of Yoram Last and Simon) from the lower bound on the
Lyapunov exponent In mathematics, the Lyapunov exponent or Lyapunov characteristic exponent of a dynamical system is a quantity that characterizes the rate of separation of infinitesimally close trajectories. Quantitatively, two trajectories in phase space with ini ...
\gamma(E) given by : \gamma(E) \geq \max \. \, This lower bound was proved independently by Joseph Avron, Simon and Michael Herman, after an earlier almost rigorous argument of Serge Aubry and Gilles André. In fact, when E belongs to the spectrum, the inequality becomes an equality (the Aubry–André formula), proved by
Jean Bourgain Jean, Baron Bourgain (; – ) was a Belgian mathematician. He was awarded the Fields Medal in 1994 in recognition of his work on several core topics of mathematical analysis such as the geometry of Banach spaces, harmonic analysis, ergodic t ...
and Svetlana Jitomirskaya.


The structure of the spectrum

Another striking characteristic of the almost Mathieu operator is that its spectrum is a
Cantor set In mathematics, the Cantor set is a set of points lying on a single line segment that has a number of unintuitive properties. It was discovered in 1874 by Henry John Stephen Smith and introduced by German mathematician Georg Cantor in 1883. Thr ...
for all irrational \alpha and \lambda > 0. This was shown by Avila and Jitomirskaya solving the by-then famous "ten martini problem" (also one of Simon's problems) after several earlier results (including generically and almost surely with respect to the parameters). Furthermore, the
Lebesgue measure In measure theory, a branch of mathematics, the Lebesgue measure, named after French mathematician Henri Lebesgue, is the standard way of assigning a measure to subsets of ''n''-dimensional Euclidean space. For ''n'' = 1, 2, or 3, it coincides wit ...
of the spectrum of the almost Mathieu operator is known to be : \operatorname(\sigma(H^_\omega)) = , 4 - 4 \lambda, \, for all \lambda > 0. For \lambda = 1 this means that the spectrum has zero measure (this was first proposed by
Douglas Hofstadter Douglas Richard Hofstadter (born February 15, 1945) is an American scholar of cognitive science, physics, and comparative literature whose research includes concepts such as the sense of self in relation to the external world, consciousness, an ...
and later became one of Simon's problems). For \lambda \neq 1 , the formula was discovered numerically by Aubry and André and proved by Jitomirskaya and Krasovsky. Earlier Last had proven this formula for most values of the parameters. The study of the spectrum for \lambda =1 leads to the
Hofstadter's butterfly In condensed matter physics, Hofstadter's butterfly is a graph of the spectral properties of non-interacting two-dimensional electrons in a perpendicular magnetic field in a lattice. The fractal, self-similar nature of the spectrum was discovered ...
, where the spectrum is shown as a set.


References

{{Functional analysis Spectral theory Mathematical physics