Northwestern undergraduates have opportunities to explore mathematics beyond our undergraduate curriculum by enrolling in MATH 399-0 Independent Study, working on a summer project, or writing a senior thesis under the supervision of a faculty member. Below are descriptions of projects that our faculty have proposed. Students interested in one of these projects should contact the project adviser. This should not be taken to be an exhaustive list of all projects that are availalbe, nor as a list of the only faculty open to supervising such projects. Contact theDirector of Undergraduate Studies for additional guidance. These projects are only available to Northwestern undergraduates.
Symplectic and contact geometry describe the mathematics of phase space for particles and light, respectively. They therefore are the mathematical home for dynamical systems arising from physics. A noteworthy structure within contact geometry is that of a Legendrian surface, closely related to the wavefront of propagating light. These subspaces sometimes have combinatorial descriptions via graphs. The project explores how well the combinatorial descriptions can distinguish Legendrian surfaces, just as in knot theory one might explore whether the Jones polynomial can distinguish different knots.
Prerequisites: MATH 330-1 or MATH 331-1, MATH 342-0. Recommended: MATH 308-0.
The simplest bi-infinite sequences in{0,1}ℤare the periodic sequences, where a single pattern is concatenated with itself infinitely often. At the opposite extreme are bi-infinite sequences containing every possible configuration of0's and1's. For periodic sequences, the number of substrings of lengthnis bounded, while in the second case, all substrings appear and so there are2nsubstrings of lengthn. The growth rate of the possible patterns is a measurement of the complexity of the sequence, giving information about the sequence itself and describing objects encoded by the sequence. Symbolic dynamics is the study of such sequences, associated dynamical systems, and their properties.
An old theorem of Morse and Hedlund gives a simple relation between this measurement of complexity and periodicity: a bi-infinite sequence with entries in a finite alphabetis periodic if and only if there exists somen∈ℕsuch that the sequence contains at mostnwords of lengthn. However, as soon as we turn to higher dimensions, meaning a sequence inℤdfor somed≥2rather thand=1, the relation between complexity and periodicity is no longer clear. Even defining what is meant by low complexity or periodicity is not clear.
This project will cover what is known in one dimension and then turn to understanding how to generalize these phenomena to higher dimensions.
Finite simple groups are the building blocks of finite groups. For any finite groupG, there is a normal subgroupHsuch thatG/His a simple group: the simple groups are those groups with no nontrivial normal subgroups. The abelian finite simple groups are the cyclic groups of prime order; in this sense, finite simple groups generalize the prime numbers.
One of the beautiful theorems of algebra is that the alternating groupsAn(subgroups of the symmetric groupsSn) are simple for n≥5. In fact,A5is the smallest non-abelian finite simple group (its order is60).
Another series of finite simple groups was discovered by Galois. Let 𝔽be a field. The groupSL2(𝔽)is the group of all2×2 matrices of determinant1. If we take𝔽to be a finite field, we get a finite group; for example, we can take𝔽=𝔽p, the field with pelements. It is a nice exercise to check thatSL2(𝔽p)has p3−pelements.
The centerZ(SL2(𝔽p))ofSL2(𝔽p)is the set of matrices ±I; this has two elements unlessp=2. The groupPSL2(𝔽)is the quotient ofSL2(𝔽)by its centerZ(SL2(𝔽)): we see that PSL2(𝔽p)has order(p3−p)/2unlessp=2. It turns out that PSL2(𝔽2)andPSL2(𝔽3)are isomorphic toS3andA4, which are not simple, butPSL2(𝔽5)is isomorphic toA5, the smallest nonabelian finite simple group, andPSL2(𝔽7), of order 168, is the second smallest nonabelian finite simple group. (When 𝔽is the field of complex numbers, the groupPSL2(ℂ)is also very interesting, though of course it is not finite: it is isomorphic to the Lorentz group of special relativity.)
The goal of this project is to learn about generalizations of this construction, which together with the alternating groups yield all but a finite number of the finite simple groups. (There are 26 missing ones called the sporadic simple groups that cannot be obtained in this way.) This mysterious link between geometry and algebra is hard to explain, but very important: much of what we know about the finite simple groups comes from the study of matrix groups over the complex numbers.
Fourier series allow you to write a periodic function in terms of a basis of sines and cosines. One way to think of this is to understand sines and cosines as the eigenfunctions of the second derivative operator – so Fourier series generalize the spectral theorem of linear algebra in this sense. There is another viewpoint that is useful: periodic functions can be thought of as functions defined on a circle, which is itself a group. The connection between group theory and Fourier series runs deeper, and this is the subject of this project.
Moving up a dimension, functions on a sphere can be described in terms of spherical harmonics. While the sphere is not a group, it is the orbit space of the unit vector in the vertical direction. Thus it can be constructed as a homogeneous space: it is the group of rotations modulo the group of rotations around the vertical axis. We can therefore access functions on the sphere via functions on the group of rotations. The Peter-Weyl theorem describes the vector space of functions on the group in terms of its representation theory. (A representation of a group is a vector space on which group elements act as linear transformations [e.g., matrices], consistent with their relations.) The entries of matrix elements of the irreducible representations of the group play the role that sines and cosines did above. Indeed, we can combine sines and cosines into complex exponentials and these are the sole entries of the one-by-one matrices (characters) representing the abelian circle group.
Finally, we will connect spherical harmonics to polynomial functions relevant to geometric structures described in the Borel-Weyl-Bott theorem. Students will explore many examples along with learning the foundations of the theory.
A Poisson bracket is a type of operation which takes as input two functions and outputs some expression obtained by multiplying their derivatives, subject to some constraints. For instance, the standard Poisson bracket of two functionsf,gonℝ2is defined by{f,g}=∂f∂x∂g∂y−∂f∂y∂g∂x. Such objects first arose in physics in order to describe the time evolution of mechanical systems, but have now found other uses as well. In particular, a linear Poisson bracket on a vector space turns out to encode the same data as that of a Lie algebra, another type of algebraic object which is ubiquitous in mathematics. This relation between linear Poisson brackets and Lie algebra structures allows one to study the same object from different perspectives; in particular, this allows one to better understand the notion of coadjoint orbits and the hidden structure within them.
The goal of this project is to understand the relation between linear Poisson brackets and Lie algebras, and to use this relation to elucidate properties of coadjoint orbits. All of these structures are heavily used in physics, and gaining a deep understanding as to why depends on the relation described above. Moreover, this project will bring in topics from many different areas of mathematics – analysis, group theory, and linear algebra – to touch on areas of modern research.
Prerequisites: MATH 320-1 or MATH 321-1, MATH 330-1 or MATH 331-1, MATH 334-0 or MATH 291-2.
Given a spaceX, one can consider various types of functions defined onX, say for instance continuous functions fromXtoℂ. The setC(X)of all such functions often comes equipped with some additional structure itself, which allows for the study of various geometric or topological properties ofXin terms of the set of functionsC(X)instead. In particular, whenXis a compact Hausdorff space, the setC(X)of complex-valued continuous functions onXhas the structure of what is known as a commutativeC∗-algebra, and the Gelfand-Naimark Theorem asserts that all knowledge aboutXcan be recovered from that ofC(X). This then suggests that arbitrary non-commutativeC∗-algebras can be viewed as describing functions on "noncommutative spaces," of the type which arise in various formulations of quantum mechanics.
The goal of this project is to understand the relation between compact Hausdorff spaces and commutativeC∗-algebras, and see how the topological information encoded withinXis reflected in the algebraic information encoded withinC(X). This duality between topological and algebraic data is at the core of many aspects of modern mathematics, and beautifully blends together concepts from analysis, algebra, and topology. The ultimate aim in this area is to see how much geometry and topology one can carry out using only algebraic means.
Prerequisites: MATH 330-2 or MATH 331-2, MATH 344-1.
A Lie algebra is a vector space equipped with a certain type of algebraic operation known as a Lie bracket, which gives a way to measure how close two elements are to commuting with one another. For instance, the most basic example is that of the space of alln×nmatrices, where the "bracket" operation takes twon×nmatricesAandBand outputs the differenceAB−BA; in this case the Lie bracket ofAandBis zero if and only ifAandBcommute in the usual sense. Lie algebras arise in various contexts, and in particular are used to describe "infinitesimal symmetries" of physical systems. Among all Lie algebras are those referred to as being simple, which in a sense are the Lie algebras from which all other Lie algebras can be built. It turns out that one can encode the structure of a simple Lie algebra in terms of purely combinatorial data, and that in particular one can classify simple Lie algebras in terms of certain pictures known as Dynkin diagrams.
The goal of this project is to understand the classification of simple Lie algebras in terms of Dynkin diagrams. There are four main families of such Lie algebras which describe matrices with special properties, as well as a few so-called exceptional Lie algebras whose existence seems to come out of nowhere. Such structures are now commonplace in modern physics, and their study continues to shed new light on various phenomena.
Prerequisites: MATH 330-2 or MATH 331-2, MATH 334-0 or MATH 291-2.