Hearing the shape of a drum

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Mathematically ideal drums with membranes of these two different shapes (but otherwise identical) would sound the same, because the eigenfrequencies are all equal, so the timbral spectra would contain the same overtones. This example was constructed by Gordon, Webb and Wolpert. Notice that both polygons have the same area and perimeter.

To hear the shape of a drum is to infer information about the shape of the drumhead from the sound it makes, i.e., from the list of overtones, via the use of mathematical theory. "Can One Hear the Shape of a Drum?" was the title of an article by Mark Kac in the American Mathematical Monthly in 1966, but the phrasing of the title is due to Lipman Bers. These questions can be traced back all the way to Hermann Weyl.

For the 1966 paper that made the question famous, Kac was given the Lester R. Ford Award in 1967 and the Chauvenet Prize in 1968.[1]

The frequencies at which a drumhead can vibrate depends on its shape. The Helmholtz equation calculates the frequencies if the shape is known. These frequencies are the eigenvalues of the Laplacian in the space. A central question: can the shape be predicted if the frequencies are known? No other shape than a square vibrates at the same frequencies as a square. Is it possible for two different shapes to yield the same set of frequencies? Kac did not know the answer to that question.

Formal statement[edit]

More formally, the drum is conceived as an elastic membrane whose boundary is clamped. It is represented as a domain D in the plane. Denote by λn the Dirichlet eigenvalues for D: that is, the eigenvalues of the Dirichlet problem for the Laplacian:

\Delta u + \lambda u = 0\\
u|_{\partial D} = 0

Two domains are said to be isospectral (or homophonic) if they have the same eigenvalues. The term "homophonic" is justified because the Dirichlet eigenvalues are precisely the fundamental tones that the drum is capable of producing: they appear naturally as Fourier coefficients in the solution wave equation with clamped boundary.

Therefore the question may be reformulated as: what can be inferred on D if one knows only the values of λn? Or, more specifically: are there two distinct domains that are isospectral?

Related problems can be formulated for the Dirichlet problem for the Laplacian on domains in higher dimensions or on Riemannian manifolds, as well as for other elliptic differential operators such as the Cauchy–Riemann operator or Dirac operator. Other boundary conditions besides the Dirichlet condition, such as the Neumann boundary condition, can be imposed. See spectral geometry and isospectral as related articles.

The answer[edit]

Almost immediately, John Milnor observed that a theorem due to Ernst Witt implied the existence of a pair of 16-dimensional tori that have the same eigenvalues but different shapes. However, the problem in two dimensions remained open until 1992, when Gordon, Webb, and Wolpert constructed, based on the Sunada method, a pair of regions in the plane that have different shapes but identical eigenvalues. The regions are non-convex polygons (see picture). The proof that both regions have the same eigenvalues is rather elementary and uses the symmetries of the Laplacian. This idea has been generalized by Buser et al., who constructed numerous similar examples. So, the answer to Kac's question is: for many shapes, one cannot hear the shape of the drum completely. However, some information can be inferred.

On the other hand, Steve Zelditch proved that the answer to Kac's question is positive if one imposes restrictions to certain convex planar regions with analytic boundary. It is not known whether two non-convex analytic domains can have the same eigenvalues. It is known that the set of domains isospectral with a given one is compact in the C topology. Moreover, the sphere (for instance) is spectrally rigid, by Cheng's eigenvalue comparison theorem. It is also known, by a result of Osgood, Phillips, and Sarnak that the moduli space of Riemann surfaces of a given genus does not admit a continuous isospectral flow through any point, and is compact in the Fréchet–Schwartz topology.

Weyl's formula[edit]

Main article: Weyl law

Weyl's formula states that one can infer the area V of the drum by counting how rapidly the λn grow. We define N(R) to be the number of eigenvalues smaller than R and we get

V=(2\pi)^d \lim_{R\to\infty}\frac{N(R)}{R^{d/2}}\,

where d is the dimension. Weyl also conjectured that the next term in the approximation below would give the perimeter of D. In other words, if A denotes the length of the perimeter (or the surface area in higher dimension), then one should have

\,N(R)=(2\pi)^{-d}\omega_d VR^{d/2}+\frac{1}{4}(2\pi)^{-d+1}\omega_{d-1} AR^{(d-1)/2}+o(R^{(d-1)/2}).\,

where \omega_d is the volume of a d-dimensional unit ball. For smooth boundary, this was proved by Victor Ivrii in 1980. The manifold is also not allowed to have a two parameter family of periodic geodesics such as a sphere would have.

The Weyl–Berry conjecture[edit]

For non-smooth boundaries, Michael Berry conjectured in 1979 that the correction should be of the order of


where D is the Hausdorff dimension of the boundary. This was disproved by J. Brossard and R. A. Carmona, who then suggested one should replace the Hausdorff dimension with the upper box dimension. In the plane, this was proved if the boundary has dimension 1 (1993), but mostly disproved for higher dimensions (1996); both results are by Lapidus and Pomerance.

See also[edit]


  1. ^ http://www.maa.org/programs/maa-awards/writing-awards/can-one-hear-the-shape-of-a-drum
  2. ^ Arrighetti, W.; Gerosa, G. (2005). "Applied and Industrial Mathematics in Italy". Series on Advances in Mathematics for Applied Sciences 69. World Scientific. pp. 65–75. arXiv:math.SP/0503748. ISBN 978-981-256-368-2.  |chapter= ignored (help)


  • Abikoff, William (January 1995), "Remembering Lipman Bers" (PDF), Notices of the AMS 42 (1): 8–18  |chapter= ignored (help)
  • Brossard, Jean; Carmona, René (1986). "Can one hear the dimension of a fractal?". Comm. Math. Phys. 104 (1): 103–122. Bibcode:1986CMaPh.104..103B. doi:10.1007/BF01210795. 
  • Buser, Peter; Conway, John; Doyle, Peter; Semmler, Klaus-Dieter (1994), "Some planar isospectral domains", International Mathematics Research Notices 9: 391ff 
  • Chapman, S.J. (1995). "Drums that sound the same". American Mathematical Monthly (February): 124–138. 
  • Giraud, Olivier; Thas, Koen (2010). "Hearing shapes of drums – mathematical and physical aspects of isospectrality". Reviews of Modern Physics 82 (3): 2213–2255. arXiv:1101.1239. Bibcode:2010RvMP...82.2213G. doi:10.1103/RevModPhys.82.2213. 
  • Gordon, Carolyn; Webb, David, "You can't hear the shape of a drum", American Scientist 84 (January–February): 46–55 
  • Gordon, C.; Webb, D.; Wolpert, S. (1992), "Isospectral plane domains and surfaces via Riemannian orbifolds", Inventiones Mathematicae 110 (1): 1–22, Bibcode:1992InMat.110....1G, doi:10.1007/BF01231320 
  • Ivrii, V. Ja. (1980), "The second term of the spectral asymptotics for a Laplace–Beltrami operator on manifolds with boundary", Funktsional. Anal. i Prilozhen 14 (2): 25–34  (In Russian).
  • Kac, Mark (April 1966). "Can One Hear the Shape of a Drum?" (PDF). American Mathematical Monthly 73 (4, part 2): 1&ndash23. doi:10.2307/2313748. JSTOR 2313748. 
  • Lapidus, Michel L. (1991), "Can one hear the shape of a fractal drum? Partial resolution of the Weyl–Berry conjecture", Geometric analysis and computer graphics (Berkeley, CA, 1988), Math. Sci. Res. Inst. Publ. (New York: Springer) (17): 119–126 
  • Lapidus, Michel L. (1993), "Vibrations of fractal drums, the Riemann hypothesis, waves in fractal media, and the Weyl–Berry conjecture", in B. D. Sleeman and R. J. Jarvis, Ordinary and Partial Differential Equations, Vol IV, Proc. Twelfth Internat. Conf. (Dundee, Scotland,UK, June 1992), Pitman Research Notes in Math. Series 289, London: Longman and Technical, pp. 126–209 
  • Lapidus, M. L.; van Frankenhuysen, M. (2000), Fractal Geometry and Number Theory: Complex dimensions of fractal strings and zeros of zeta functions, Boston: Birkhauser . (Revised and enlarged second edition to appear in 2005.)
  • Lapidus, Michel L.; Pomerance, Carl (1993), "The Riemann zeta-function and the one-dimensional Weyl-Berry conjecture for fractal drums", Proc. London Math. Soc. (3) 66 (1): 41–69, doi:10.1112/plms/s3-66.1.41 
  • Lapidus, Michel L.; Pomerance, Carl (1996), "Counterexamples to the modified Weyl–Berry conjecture on fractal drums", Math. Proc. Cambridge Philos. Soc. 119 (1): 167–178, Bibcode:1996MPCPS.119..167L, doi:10.1017/S0305004100074053 
  • Milnor, John (1964), "Eigenvalues of the Laplace operator on certain manifolds", Proceedings of the National Academy of Sciences of the United States of America 51: 542ff, Bibcode:1964PNAS...51..542M, doi:10.1073/pnas.51.4.542, PMC 300113, PMID 16591156 
  • Sunada, T. (1985), "Riemannian coverings and isospectral manifolds", Ann. Of Math. (2) 121 (1): 169–186, doi:10.2307/1971195, JSTOR 1971195 
  • Zelditch, S. (2000), "Spectral determination of analytic bi-axisymmetric plane domains", Geometric and Functional Analysis 10 (3): 628–677, doi:10.1007/PL00001633 

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