Note: credit for this document is due to
David Joyner.
Real world applications of representation theory of
non-abelian groups
Real world applications of representation theory of
non-abelian groups
(Subtitle: Representation theorists WILL rule the world one
day just you wait :-)
This page, written at the suggestion of the Director of Research
at the USNA,
Prof. Reza Malek-Madani, describes
some applications of representation theory of
non-abelian groups to various fields and gives some
references. However, I am entirely to blame for the subtitle.
-
Engineering.
-
Tensegrity - the design of "strut-and-cable"
constructions.
Want to build a building with cables and struts
but don't know representation theory? Check out these
references:
-
R. Connelly and A. Back, "Mathematics and tensegrity",
Amer Scientist, April-May 1998, pages 142-151
-
symmetric tensegrities
- Telephone network designs.
This is the information age with more and more
telephone lines needed every day. Want to
reach out and touch someone?
You need representation theory.
-
F. Bien, "Construction of telephone networks by group
representations", Notices A. M. S. 36(1989)5-22
- Nonlinear network problems.
This is cheating a little since the
works in the reference below really use the theory of Lie groups
instead of representation theory itself. Still,
there is a tangential relation at least between representation
theory of Lie groups and the solution to certain
nonlinear network problems.
-
C. Desoer, R. Brockett, J. Wood, R. Hirshorn,
A. Willsky, G. Blankenship, Applications of Lie group theory
to nonlinear network problems,
(Supplement to IEEE Symposium on Circuit Theory, 1974),
Western Periodicals Co., N. Hollywood, CA, 1974
-
Control theory.
-
R. W. Brockett,
"Lie theory and control systems defined on spheres",
SIAM J on Applied Math 25(1973)
213-225
- Robotics.
The future is not in plastics (see the
movie "The Graduate") but in robotics.
How do you figure out their movements before
building them? You guessed it, using
representation theory.
-
G. Chirikjian,
"Determination and synthesis of discretely
actuated manipulator workspaces using harmonic analysis",
in Advances in Robotic Kinematics, 5, 1996,
Springer-Verlag
-
G. Chirikjian and I. Ebert-Uphoff,
"Discretely actuated manipulator workspace
generation by closed-form convolution",
in ASME Design Engineering Technical Conference,
August 18-22 1996
-
Radar design.
W. Schempp,
Harmonic analysis on the Heisenberg nilpotent Lie group, with
applications to signal theory,
Longman Scientific & Technical, New York
(Copublished in the U.S. with Wiley), 1986.
-
Antenna design.
B. Hassibi, B. Hochwald,
A. Shokrollahi, W. Sweldens,
``Representation theory for high-rate multiple antenna
code design,'' 2000 preprint
(see A. Shokrollahi's site
for similar works).
-
Design of stereo systems.
We're talkin' quadrophonic state-of-the-art.
-
K. Hannabus, "Sound and symmetry",
Math. Intelligencer, 19, Fall
1997, pages 16-20
-
Coding theory. Interesting progress in
coding theory has been made using
group theory and representation theory.
-
F. MacWilliams and N. Sloane,
The Theory of Error-Correcting Codes,
North-Holland/Elsevier, 1993 (8th printing)
-
I. Blake and R. Mullin, Mathematical Theory
of Coding, Academic Press, 1975
-
F. Harald,
"Enumeration of isometry-classes
of linear (n,k)-codes over GF(q) in SYMMETRICA",
Bayreuther Math. Scriften
49(1995)215-223
-
J.-P. Tillich and G. Zemor,
"Optimal cycle codes constructed from Ramanujan
graphs," SIAM J on Disc. Math. 10(1997)447-459
-
H. Ward and J. Wood, "Characters and the equivalence of codes,"
J. Combin. Theory A 73348-352
-
J. Lafferty and D. Rockmore,
"Spectral Techniques for Expander Codes" , (Extended Abstract)
1997 Symposium on Theory of Computation (available
at
Dan Rockmore's web page)
-
Mathematical physics.
Any complete list of books and papers in this field
which use representation theory would be much too
long for the limited goal we have here (which is simply
to list some real-world applications). A small
selection is given below.
-
Differential equations (such as the heat equation,
Schrodinger wave equation, etc).
M. Craddock, "The symmetry groups of
linear partial differential equations
and representation theory, I" J.
Diff. Equations 116(1995)202-247
-
Mechanics.
-
D.H. Sattinger, O.L. Weaver,
Lie Groups and Algebras With Applications to Physics, Geometry,
and Mechanics (Applied Mathematical Sciences, Vol 61) ,
Springer Verlag, 1986
-
Johan Belinfante,
"Lie algebras and inhomogeneous simple materials",
SIAM J on Applied Math 25(1973)260-268
-
Models for
elementary particles.
-
Quantum mechanics.
-
Eugene Wigner, "Reduction of direct products and restriction of
representations to subgroups: the everyday tasks of the quantum theorists",
SIAM J on Applied Math 25(1973)
169-185
-
V. Vladimirov, I. Volovich, and E. Zelenov,
"Spectral theory in p-adic quantum mechanics and
representation theory," Soviet Math. Doklady
41(1990)40-44
-
p-adic string theory.
-
Y. Manin, "Reflections on arithmetical physics,"
in Conformal invariance and string theory
Academic Press, 1989, pages 293-303
-
V. Vladimirov, I. Volovich, and E. Zelenov,
p-adic analysis and mathematical physics,
World Scientific, 1994
-
V. Vladimirov, "On the Freund-Witten adelic formula
for Veneziano amplitudes," Letters in Math. Physics
27(1993)123-131
-
Mathematial chemistry.
-
Spectroscopy.
B. Judd, "Lie groups in Atomic and molecular spectroscopy",
SIAM J on Applied Math 25(1973)
186-192
-
Crystallography.
-
G. Ramachandran and R. Srinivasan,
Fourier methods in crystallography,
New York, Wiley-Interscience, 1970.
-
T. Janssen, Crystallographic groups,
North-Holland Pub., London, 1973.
-
J. Zak, A. Casher, M. Gluck, Y. Gur,
The irreducible representations of space groups,
W. A. Benjamin, Inc., New York, 1969.
-
The Topology of Crystallographic Groups and Simple Crystal Structures
-
Crystallography 101
(framed html web pages, click on About Symmetry and Space Groups)
-
Molecular strucure of the Buckyball.
-
F. Chung and S. Sternberg, "Mathematics
and the buckyball", American Scientist
83(1993)56-71
-
F. Chung, B. Kostant, and S. Sternberg, "Groups
and the buckyball", in Lie theory and geometry,
(ed. J.-L. Brylinski et al), Birkhauser, 1994
-
G. James, "The representation theory for the
Buckminsterfullerene," J. Alg. 167(1994)803-820
-
Knot theory (which, in turn, has applications to
modeling DNA) uses representation theory.
F. Constantinescu and F. Toppan,
"On the linearized Artin braid representation,"
J. Knot Theory and its Ramifications,
2(1993)
-
The Riemann hypothesis.
Think you're going to solve the
Riemann hypothesis without using
representation theory? Get real!
A. Connes, "Formule de traces en geometrie non-commutative
et hypothese de Riemann", C. R. Acad. Sci. Paris 323
(1996)1231-1236
(Some may argue that this is not a
real-world application but we refer to Barry Cipra's
article,
"Prime Formula Weds Number Theory and Quantum Physics,"
Science, 1996 December 20, 274, no. 5295, page 2014, in
Research News.)
-
Circuit design, statistics, signal processing, ...
See the survey paper
D. Rockmore, "Some applications of generalized FFTs" in Proceedings of the DIMACS
Workshop on Groups and Computation, June 7-10, 1995 eds. L. Finkelstein and W. Kantor,
(1997) 329--369.
(available
at
Dan Rockmore's web page)
-
Vision
See the survey paper by Jacek Turski:
Geometric Fourier Analysis of the Conformal Camera for Active Vision
SIAM Review, Volume 46 Issue 2
pages 230-255, © 2004 Society for Industrial and Applied Mathematics.
and
J. Turski, Geometric Fourier Analysis for Computational Vision,
JFAA 11, 1-23, 2005.
Please send additions or comments to
David Joyner .
Created 6-13-98 and last updated 3-31-2006