Author copy. for some integers a i, b i. b i

Size: px
Start display at page:

Download "Author copy. for some integers a i, b i. b i"

Transcription

1 Cent. Eur. J. Math. 6(3) DOI: /s Central European Journal of Mathematics Rational points on the unit sphere Research Article Eric Schmutz Mathematics Department, Drexel University, Philadelphia, Pennsylvania, Abstract: MSC: Received 1 January 008; accepted 1 June 008 It is known that the unit sphere, centered at the origin in R n, has a dense set of points with rational coordinates. We give an elementary proof of this fact that includes explicit bounds on the complexity of the coordinates: for every point v on the unit sphere in R n, and every ε > 0, there is a point r = (r 1, r,..., r n ) such that: r v < ε. r is also a point on the unit sphere; r i = 1. r has rational coordinates; r i = a i b i for some integers a i, b i. for all i, 0 a i b i ( 31/ log n ε ) log n. One consequence of this result is a relatively simple and quantitative proof of the fact that the rational orthogonal group O(n, Q) is dense in O(n, R) with the topology induced by Frobenius matrix norm. Unitary matrices in U(n, C) can likewise be approximated by matrices in U(n, Q(i)). 11J99,14G05 Keywords: Diophantine approximation orthogonal group unitary group rational points unit sphere 1. Introduction Versita Warsaw and Springer-Verlag Berlin Heidelberg. Suppose that M is a manifold embedded in R n, and that v is a point on M. Does M have points with rational coordinates that are as close as we like to v? The answer may depend on the embedding; it is not an intrinsic property of M. If the rational points are dense, what is the tradeoff between the closeness of approximation and the sizes of the denominators that the rational coordinates must have? In general, such problems can be very difficult. This paper discusses two closely related special cases that are relatively easy: unit spheres centered at the origin, and real orthogonal matrices. See [13] for a deep algebraic treatment of weak approximation in algebraic varieties that is relevant to these examples. The methods of this paper are comparatively elementary, and the metric theory is not discussed. In other words, this Eric.Jonathan.Schmutz@drexel.edu 48

2 Eric Schmutz paper provides crude but simple bounds that hold for all points v, rather than sophisticated bounds that hold for typical points. Problems of the latter type are addressed by the Metric Diophantine Approximation on Manifolds literature. (See, for example, [], [1], [6].). Rational points on the sphere Although Q is dense in R, it is not true in general that a circle in the plane has a dense set of rational points. For example, if ξ = 3 (or any other real number that satisfies no quadratic polynomial in Z[x]), then a unit circle centered at (ξ, 0) has no rational points on it. Let Sρ n 1 be the set of points in R n for which the Euclidean distance from the origin is ρ. Humke and Krajewski characterized the radii ρ for which Sρ 1 Q is dense in Sρ. 1 In particular, the unit circle, centered at the origin in R, does have a dense set of points with rational coordinates [5]. It is also known that, for all n, the unit sphere S1 n has a dense set of rational points. (I thank Andy Hicks and Greg Naber for pointing out that the inverse of the stereographic projection takes rational points to rational points.) This paper provides a different proof that is quantitative in the sense that that it takes into account the complexity of the rational coordinates. If r = a for b some coprime integers a, b define the denominator D(r) of r to be b. If we restrict the size of the denominator, it is apparently harder to get a good approximation. Our main interest is this tradeoff between closeness of approximation and size of the denominator. We begin with the special case where the dimension of the ambient space is a power of two. Lemma.1. Suppose 0 < γ <.0, and suppose α 1, α,..., α M is a sequence of M = m real numbers such that α 1 + α +... α M = 1. Then there are rational numbers r i = a i b i, i = 1,,..., M such that M ri = 1, and for all i, 0 < b i ( γ ) m, and for all i, r i α i 4γm. Proof. The proof is by induction on m. The base case m = 0 is trivial since necessarily α1 = 1 and we can take r 1 = α 1. Let m > 0, and assume the inductive hypothesis. 1/ ( M/ ) 1/ Let = αi, and let σ = M. Note that i= M +1 α i Without loss of generality, assume σ. This and (1) imply that σ 1 + σ = 1. (1) σ 1. () If σ = 0, then we can put r i = 0 for i > M, and apply the inductive hypothesis to α 1, α,..., α M/. We therefore assume that σ > 0. Adapting an argument of Humke and Krajewski [5], define f(y) = y, and let y 1+y be the unique solution in (0, 1) to the equation f(y) = σ. Thus y = σ 1 σ 1. By a well known theorem on Diophantine approximation [3], we can choose coprime integers k, l such that 0 < l 1 and γ k l y γ l. (3) 483

3 Rational points on the unit sphere With this choice of k and l, define and R = kl k + l = f( k l ) (4) R 1 = 1 R = l k k + l. (5) Ultimately R 1 and R will serve as rational approximations for and σ respectively. But first we use them to define the rational numbers r i. By the inductive hypothesis, applied to the numbers α i, we can choose rational numbers q i, i = 1,,..., M such that M/ q i = 1 q i α i ( ) 4γ(m 1) for i = 1,,..., m 1 (7) D(q i ) ( γ )m 1 ( for i = 1,,..., m 1 ). (8) We can likewise choose rational numbers q i, for m 1 < i m, such that M i= m 1 +1 q i = 1 q i α i ( 4γ(m 1) for n 1 < i m) (10) D(q i ) ( γ )m 1 ( for m 1 < i m). (11) For i M, define r i = R 1 q i. Similarly, for i > M, define r i = R q i. Clearly r 1, r,..., r M are rational. We must verify that these numbers satisfy the conditions stated in the lemma. The first condition is that (r 1, r,..., r M ) is a point on the unit sphere. By (6) and(9), M M/ ri = R1 q i + R M q i = R1 + R = 1. (1) M/+1 The second condition is a bound on the denominators of the rational approximations. ( ) m 1 (k + l )D(q i ) D(q γ i ). By (8) and (11), D(q i ) γ. Thus, for all i, (6) (9) Note that, for all i, D(r i ) D(r i ) ( γ )m. (13) For the third condition, begin with the observation that, for all i > M, r i α i = R q i σ q i + σ q i α i q i R σ + σ q i α i σ. It is clear from (1) and (9) that σ 1 and q i 1. It follows by (10) that r i α i R σ + 4γ(m 1) = f( k l ) f(y ) + 4γ(m 1). (14) 484

4 Eric Schmutz By the mean value theorem, f(x) f(y) x y for all x, y (0, 1). Hence R σ = f( k l ) f(y ) k l y γ l γ. (15) Putting this back into (14), we get, for all i > M, r i α i γ + 4γ(m 1) < 4γm. Similarly, for i m 1, r i α i R 1 + q i α i R 1 + 4γ(m 1). (16) Let g(x) = 1 x, so that,for some ξ between R and σ, we have R 1 = g(r ) g(σ ) = g (ξ) R σ. Note that g (x) = x(1 x ) 1/ is increasing on (0, 1). By (15) and (), we have R σ + γ 1 + (.0) <.75. Hence g (ξ) g (.75) <, and R 1 R σ + 4γ(m 1) 4γm. Now we can proceed to the general case of numbers that are not necessarily powers of two. Theorem.1. Suppose ε (0,.08), and suppose α 1, α,..., α n is a sequence of n real numbers such that α 1 + α +... α n = 1. Then there are rational numbers r i = a i b i, i = 1,,..., m such that m ri = 1, and for all i, 0 < b i ( 3 log n ) log ε n, and for all i, r i α i < ε. Proof. Let m = log n. If n is not a power of two,then pad with zeroes, i.e. define α i = 0 for n < i m. Then Lemma.1 is directly applicable with γ = ε/4m. A final comment is that there was a good reason to consider powers of two first. The advantage of working with M = m first is that the depth of the recursion is only O(log M), and consequently we get much better bounds for the denominators. 3. Approximating orthogonal matrices First we fix some notation. For any n n matrix A = (a i,j ) 1 i,j n, let A = a i,j. Also let A = max i,j a i,j. i,j Similarly, for a vector v, let v be the maximum of the components magnitudes. For any subset F R, let O(n, F) be the set of all n n matrices A, with entries in F, for which the columns are orthonormal with respect to the standard inner product, i.e. for which A t = A 1. It is apparently known that O(n, Q) is dense in O(n, R). The case n = 3 has been studied in some detail because of physics and engineering applications. See, for example, [10]. I do not know a suitable reference for general n, but Margulis [7] credits Platonov [11] with a proof that SO(n, Z[ 1 ]) is dense in SO(n, R). I cannot read [11], but Chapter 5 485

5 Rational points on the unit sphere 7 of [13] is relevant. Platonov s proof is not very accessible, and it is a non-trivial matter for a general mathematical reader to sort through the topologies. See [8], [9]. Theorem 3.1 below is a relatively simple proof that O(n, Q) is dense in O(n, R) in the topology induced by Frobenius norm ( i.e. the subspace topology inherited from R n when we regard n n matrices as vectors in R n ). It provides crude but explicit bounds on the denominators of the approximating matrices entries. I do not know whether such bounds can be deduced from Platonov s work. Theorem 3.1. For any n n real orthogonal matrix T O(n, R), and any δ > 0, there is a rational orthogonal matrix A O(n, Q) such that Proof. T A < δ. Each entry of A has denominator less than ( 16 n log n δ ) n log n. For any unit vector u (represented as an n 1 matrix), let H u be the corresponding Householder matrix, i.e. H u = I uu t. (17) It is well known [14], [4] that, for some h n and some unit vectors u 1, u,..., u h, we have T = H uk. (18) Let β = ( 16 n log n δ ) log n. By Theorem.1 (with ε = δ 4n ), we can, for each k, choose a unit vector a k such that: a k has rational coordinates (19) a k u k < δ 4n (0) each coordinate of a k has denominator less than β. (1) For this choice of unit vectors a 1, a,..., a h, let A = H ak. () Clearly A and has rational coefficients. We must show that it is a good approximation for T. Beginning with (18) and (), we can add and subtract a term to get A T = H a1 ( H ak H uk ) + (H a1 H u1 )( H uk ) k= k= k= H a1 ( H ak H uk ) + (H a1 H u1 )( H uk ) (3) k= Because a Householder matrix is orthogonal, we have H v B = B = BH v for any unit vector v and any n n matrix B. Applying this repeatedly to (3), we get k= k= k= A T H ak H au + H a1 H u1. k= 486

6 Eric Schmutz The same argument can be applied again to the first term on the right. Thus, by iterating, we get A T = H ak H uk h H ak H uk. (4) For any i n, let u k (i) and a k (i) respectively be the i th coordinates of the unit vectors u k and a k. Then entry i, j of H ak H uk is ( ) ( ) u k (i) u k (j) a k (j) + a k (j) u k (i) a k (i). Combining this with (0), we get H ak H uk n H ak H uk 4n a k u k δ n. (5) Putting (5) back into (4), we get the half of the theorem: T A < δ. We still need to bound the sizes of the entries of the approximating matrix A = h H ai. The h vectors a 1, a,..., a h have collectively at most hn n rational coordinates, each of which has denominator less than β. Therefore β n is an upper bound for the least common multiple of the denominators of the coordinates, and consequently each entry of A has denominator less than β n. Essentially the same argument can be carried out for unitary matrices. Any unitary matrix can U U(n, C) can be written as a product of Householder matrices of the form H = I uu, where u is a unit vector in C n [14]. By identifying a unit vector u C n with a unit vector in R n, we can choose a unit vector a in Q(i) n so that u a is is as small as we like. References [1] Beresnevich V.V., Bernik V.I., Kleinbock D.Y., Margulis G.A., Metric diophantine approximation: the Khintchine- Groshev theorem for nondegenerate manifolds, Mosc. Math. J., 00,, 03 5 [] Bernik V.I., Dodson M.M., Metric diophantine approximation on manifolds, Cambridge University Press, Cambridge, 1999 [3] Hardy G.H., Wright E.M., An introduction to the theory of numbers, 5th ed., Oxford University Press, Oxford, 1983 [4] Householder A., Unitary triangularization of a nonsymmetric matrix, J. ACM, 1958, 5, [5] Humke P.D., Krajewski L.L., A characterization of circles which contain rational points, Amer. Math. Monthly, 1979, 86, [6] Kleinbock D.Y., Margulis G.A., Flows on homogeneous spaces and diophantine approximation on manifolds, Ann. of Math.(), 1998, 148, [7] Margulis G.A., Some remarks on invariant means, Monatsh. Math., 1980, 90, [8] Mazur B., The topology of rational points, Experiment. Math., 199, 1, [9] Mazur B., Speculations about the topology of rational points: an update, Astérisque, 1995, 8, [10] Milenkovic V.J., Milenkovic V., Rational orthogonal approximations to orthogonal matrices, Comput. Geom., 1997, 7, 5 35 [11] Platonov V.P., The problem of strong approximation and the Kneser-Tits hypothesis for algebraic groups, Izv. Akad. Nauk SSSR Ser. Mat., 1969, 33, (in Russian) [1] Platonov V.P., A supplement to the paper The problem of strong approximation and the Kneser-Tits hypothesis for algebraic groups, Izv. Akad. Nauk SSSR Ser. Mat., 1970, 34, (in Russian) [13] Platonov V.P., Rapinchuk A., Algebraic groups and number theory, Academic Press, Boston, 1994 [14] Uhlig F., Constructive ways for generating (generalized) real orthogonal matrices as products of (generalized) symmetries, Linear Algebra Appl., 001, 33/334,

Rational Points on the Unit Sphere

Rational Points on the Unit Sphere Rational oints on the Unit Sphere Eric Schmutz Mathematics Department, Drexel University hiladelphia, ennsylvania, 19104 Eric.Jonathan.Schmutz@drexel.edu May 3, 008 MSC: 11J99,14G05; Keywords: Diophantine

More information

MATH 51H Section 4. October 16, Recall what it means for a function between metric spaces to be continuous:

MATH 51H Section 4. October 16, Recall what it means for a function between metric spaces to be continuous: MATH 51H Section 4 October 16, 2015 1 Continuity Recall what it means for a function between metric spaces to be continuous: Definition. Let (X, d X ), (Y, d Y ) be metric spaces. A function f : X Y is

More information

NOTES Edited by William Adkins. On Goldbach s Conjecture for Integer Polynomials

NOTES Edited by William Adkins. On Goldbach s Conjecture for Integer Polynomials NOTES Edited by William Adkins On Goldbach s Conjecture for Integer Polynomials Filip Saidak 1. INTRODUCTION. We give a short proof of the fact that every monic polynomial f (x) in Z[x] can be written

More information

(x, y) = d(x, y) = x y.

(x, y) = d(x, y) = x y. 1 Euclidean geometry 1.1 Euclidean space Our story begins with a geometry which will be familiar to all readers, namely the geometry of Euclidean space. In this first chapter we study the Euclidean distance

More information

Analysis-3 lecture schemes

Analysis-3 lecture schemes Analysis-3 lecture schemes (with Homeworks) 1 Csörgő István November, 2015 1 A jegyzet az ELTE Informatikai Kar 2015. évi Jegyzetpályázatának támogatásával készült Contents 1. Lesson 1 4 1.1. The Space

More information

Chapter 8. P-adic numbers. 8.1 Absolute values

Chapter 8. P-adic numbers. 8.1 Absolute values Chapter 8 P-adic numbers Literature: N. Koblitz, p-adic Numbers, p-adic Analysis, and Zeta-Functions, 2nd edition, Graduate Texts in Mathematics 58, Springer Verlag 1984, corrected 2nd printing 1996, Chap.

More information

Integral Similarity and Commutators of Integral Matrices Thomas J. Laffey and Robert Reams (University College Dublin, Ireland) Abstract

Integral Similarity and Commutators of Integral Matrices Thomas J. Laffey and Robert Reams (University College Dublin, Ireland) Abstract Integral Similarity and Commutators of Integral Matrices Thomas J. Laffey and Robert Reams (University College Dublin, Ireland) Abstract Let F be a field, M n (F ) the algebra of n n matrices over F and

More information

RESEARCH STATEMENT FEI XU

RESEARCH STATEMENT FEI XU RESEARCH STATEMENT FEI XU. Introduction Recall that a variety is said to be rational if it is birational to P n. For many years, mathematicians have worked on the rationality of smooth complete intersections,

More information

The Knaster problem and the geometry of high-dimensional cubes

The Knaster problem and the geometry of high-dimensional cubes The Knaster problem and the geometry of high-dimensional cubes B. S. Kashin (Moscow) S. J. Szarek (Paris & Cleveland) Abstract We study questions of the following type: Given positive semi-definite matrix

More information

LIMITING CASES OF BOARDMAN S FIVE HALVES THEOREM

LIMITING CASES OF BOARDMAN S FIVE HALVES THEOREM Proceedings of the Edinburgh Mathematical Society Submitted Paper Paper 14 June 2011 LIMITING CASES OF BOARDMAN S FIVE HALVES THEOREM MICHAEL C. CRABB AND PEDRO L. Q. PERGHER Institute of Mathematics,

More information

REPRESENTING HOMOLOGY AUTOMORPHISMS OF NONORIENTABLE SURFACES

REPRESENTING HOMOLOGY AUTOMORPHISMS OF NONORIENTABLE SURFACES REPRESENTING HOMOLOGY AUTOMORPHISMS OF NONORIENTABLE SURFACES JOHN D. MCCARTHY AND ULRICH PINKALL Abstract. In this paper, we prove that every automorphism of the first homology group of a closed, connected,

More information

A Simple Proof of the Fredholm Alternative and a Characterization of the Fredholm Operators

A Simple Proof of the Fredholm Alternative and a Characterization of the Fredholm Operators thus a n+1 = (2n + 1)a n /2(n + 1). We know that a 0 = π, and the remaining part follows by induction. Thus g(x, y) dx dy = 1 2 tanh 2n v cosh v dv Equations (4) and (5) give the desired result. Remarks.

More information

AG NOTES MARK BLUNK. 3. Varieties

AG NOTES MARK BLUNK. 3. Varieties AG NOTES MARK BLUNK Abstract. Some rough notes to get you all started. 1. Introduction Here is a list of the main topics that are discussed and used in my research talk. The information is rough and brief,

More information

MATH 31BH Homework 1 Solutions

MATH 31BH Homework 1 Solutions MATH 3BH Homework Solutions January 0, 04 Problem.5. (a) (x, y)-plane in R 3 is closed and not open. To see that this plane is not open, notice that any ball around the origin (0, 0, 0) will contain points

More information

B 1 = {B(x, r) x = (x 1, x 2 ) H, 0 < r < x 2 }. (a) Show that B = B 1 B 2 is a basis for a topology on X.

B 1 = {B(x, r) x = (x 1, x 2 ) H, 0 < r < x 2 }. (a) Show that B = B 1 B 2 is a basis for a topology on X. Math 6342/7350: Topology and Geometry Sample Preliminary Exam Questions 1. For each of the following topological spaces X i, determine whether X i and X i X i are homeomorphic. (a) X 1 = [0, 1] (b) X 2

More information

FUNCTIONAL ANALYSIS-NORMED SPACE

FUNCTIONAL ANALYSIS-NORMED SPACE MAT641- MSC Mathematics, MNIT Jaipur FUNCTIONAL ANALYSIS-NORMED SPACE DR. RITU AGARWAL MALAVIYA NATIONAL INSTITUTE OF TECHNOLOGY JAIPUR 1. Normed space Norm generalizes the concept of length in an arbitrary

More information

satisfying ( i ; j ) = ij Here ij = if i = j and 0 otherwise The idea to use lattices is the following Suppose we are given a lattice L and a point ~x

satisfying ( i ; j ) = ij Here ij = if i = j and 0 otherwise The idea to use lattices is the following Suppose we are given a lattice L and a point ~x Dual Vectors and Lower Bounds for the Nearest Lattice Point Problem Johan Hastad* MIT Abstract: We prove that given a point ~z outside a given lattice L then there is a dual vector which gives a fairly

More information

An example of a convex body without symmetric projections.

An example of a convex body without symmetric projections. An example of a convex body without symmetric projections. E. D. Gluskin A. E. Litvak N. Tomczak-Jaegermann Abstract Many crucial results of the asymptotic theory of symmetric convex bodies were extended

More information

REPRESENTATIONS OF U(N) CLASSIFICATION BY HIGHEST WEIGHTS NOTES FOR MATH 261, FALL 2001

REPRESENTATIONS OF U(N) CLASSIFICATION BY HIGHEST WEIGHTS NOTES FOR MATH 261, FALL 2001 9 REPRESENTATIONS OF U(N) CLASSIFICATION BY HIGHEST WEIGHTS NOTES FOR MATH 261, FALL 21 ALLEN KNUTSON 1 WEIGHT DIAGRAMS OF -REPRESENTATIONS Let be an -dimensional torus, ie a group isomorphic to The we

More information

SHABNAM AKHTARI AND JEFFREY D. VAALER

SHABNAM AKHTARI AND JEFFREY D. VAALER ON THE HEIGHT OF SOLUTIONS TO NORM FORM EQUATIONS arxiv:1709.02485v2 [math.nt] 18 Feb 2018 SHABNAM AKHTARI AND JEFFREY D. VAALER Abstract. Let k be a number field. We consider norm form equations associated

More information

On the Dimension of the Stability Group for a Levi Non-Degenerate Hypersurface

On the Dimension of the Stability Group for a Levi Non-Degenerate Hypersurface 1 On the Dimension of the Stability Group for a Levi Non-Degenerate Hypersurface Vladimir Ezhov and Alexander Isaev We classify locally defined non-spherical real-analytic hypersurfaces in complex space

More information

Math 350 Fall 2011 Notes about inner product spaces. In this notes we state and prove some important properties of inner product spaces.

Math 350 Fall 2011 Notes about inner product spaces. In this notes we state and prove some important properties of inner product spaces. Math 350 Fall 2011 Notes about inner product spaces In this notes we state and prove some important properties of inner product spaces. First, recall the dot product on R n : if x, y R n, say x = (x 1,...,

More information

Introduction to Functional Analysis

Introduction to Functional Analysis Introduction to Functional Analysis Carnegie Mellon University, 21-640, Spring 2014 Acknowledgements These notes are based on the lecture course given by Irene Fonseca but may differ from the exact lecture

More information

Spectral Theorem for Self-adjoint Linear Operators

Spectral Theorem for Self-adjoint Linear Operators Notes for the undergraduate lecture by David Adams. (These are the notes I would write if I was teaching a course on this topic. I have included more material than I will cover in the 45 minute lecture;

More information

INNER PRODUCT SPACE. Definition 1

INNER PRODUCT SPACE. Definition 1 INNER PRODUCT SPACE Definition 1 Suppose u, v and w are all vectors in vector space V and c is any scalar. An inner product space on the vectors space V is a function that associates with each pair of

More information

Spectral inequalities and equalities involving products of matrices

Spectral inequalities and equalities involving products of matrices Spectral inequalities and equalities involving products of matrices Chi-Kwong Li 1 Department of Mathematics, College of William & Mary, Williamsburg, Virginia 23187 (ckli@math.wm.edu) Yiu-Tung Poon Department

More information

Regularity estimates for fully non linear elliptic equations which are asymptotically convex

Regularity estimates for fully non linear elliptic equations which are asymptotically convex Regularity estimates for fully non linear elliptic equations which are asymptotically convex Luis Silvestre and Eduardo V. Teixeira Abstract In this paper we deliver improved C 1,α regularity estimates

More information

DS-GA 1002 Lecture notes 0 Fall Linear Algebra. These notes provide a review of basic concepts in linear algebra.

DS-GA 1002 Lecture notes 0 Fall Linear Algebra. These notes provide a review of basic concepts in linear algebra. DS-GA 1002 Lecture notes 0 Fall 2016 Linear Algebra These notes provide a review of basic concepts in linear algebra. 1 Vector spaces You are no doubt familiar with vectors in R 2 or R 3, i.e. [ ] 1.1

More information

NAME: Mathematics 205A, Fall 2008, Final Examination. Answer Key

NAME: Mathematics 205A, Fall 2008, Final Examination. Answer Key NAME: Mathematics 205A, Fall 2008, Final Examination Answer Key 1 1. [25 points] Let X be a set with 2 or more elements. Show that there are topologies U and V on X such that the identity map J : (X, U)

More information

ON CONTINUITY OF MEASURABLE COCYCLES

ON CONTINUITY OF MEASURABLE COCYCLES Journal of Applied Analysis Vol. 6, No. 2 (2000), pp. 295 302 ON CONTINUITY OF MEASURABLE COCYCLES G. GUZIK Received January 18, 2000 and, in revised form, July 27, 2000 Abstract. It is proved that every

More information

implies that if we fix a basis v of V and let M and M be the associated invertible symmetric matrices computing, and, then M = (L L)M and the

implies that if we fix a basis v of V and let M and M be the associated invertible symmetric matrices computing, and, then M = (L L)M and the Math 395. Geometric approach to signature For the amusement of the reader who knows a tiny bit about groups (enough to know the meaning of a transitive group action on a set), we now provide an alternative

More information

Induced Representations and Frobenius Reciprocity. 1 Generalities about Induced Representations

Induced Representations and Frobenius Reciprocity. 1 Generalities about Induced Representations Induced Representations Frobenius Reciprocity Math G4344, Spring 2012 1 Generalities about Induced Representations For any group G subgroup H, we get a restriction functor Res G H : Rep(G) Rep(H) that

More information

Numerical Analysis Lecture Notes

Numerical Analysis Lecture Notes Numerical Analysis Lecture Notes Peter J Olver 8 Numerical Computation of Eigenvalues In this part, we discuss some practical methods for computing eigenvalues and eigenvectors of matrices Needless to

More information

Math 147, Homework 1 Solutions Due: April 10, 2012

Math 147, Homework 1 Solutions Due: April 10, 2012 1. For what values of a is the set: Math 147, Homework 1 Solutions Due: April 10, 2012 M a = { (x, y, z) : x 2 + y 2 z 2 = a } a smooth manifold? Give explicit parametrizations for open sets covering M

More information

Homogeneity and rigidity in Erdős spaces

Homogeneity and rigidity in Erdős spaces Comment.Math.Univ.Carolin. 59,4(2018) 495 501 495 Homogeneity and rigidity in Erdős spaces KlaasP.Hart, JanvanMill To the memory of Bohuslav Balcar Abstract. The classical Erdős spaces are obtained as

More information

Lecture 2: Linear Algebra Review

Lecture 2: Linear Algebra Review EE 227A: Convex Optimization and Applications January 19 Lecture 2: Linear Algebra Review Lecturer: Mert Pilanci Reading assignment: Appendix C of BV. Sections 2-6 of the web textbook 1 2.1 Vectors 2.1.1

More information

Scalar curvature and the Thurston norm

Scalar curvature and the Thurston norm Scalar curvature and the Thurston norm P. B. Kronheimer 1 andt.s.mrowka 2 Harvard University, CAMBRIDGE MA 02138 Massachusetts Institute of Technology, CAMBRIDGE MA 02139 1. Introduction Let Y be a closed,

More information

MATH 23a, FALL 2002 THEORETICAL LINEAR ALGEBRA AND MULTIVARIABLE CALCULUS Solutions to Final Exam (in-class portion) January 22, 2003

MATH 23a, FALL 2002 THEORETICAL LINEAR ALGEBRA AND MULTIVARIABLE CALCULUS Solutions to Final Exam (in-class portion) January 22, 2003 MATH 23a, FALL 2002 THEORETICAL LINEAR ALGEBRA AND MULTIVARIABLE CALCULUS Solutions to Final Exam (in-class portion) January 22, 2003 1. True or False (28 points, 2 each) T or F If V is a vector space

More information

Def. A topological space X is disconnected if it admits a non-trivial splitting: (We ll abbreviate disjoint union of two subsets A and B meaning A B =

Def. A topological space X is disconnected if it admits a non-trivial splitting: (We ll abbreviate disjoint union of two subsets A and B meaning A B = CONNECTEDNESS-Notes Def. A topological space X is disconnected if it admits a non-trivial splitting: X = A B, A B =, A, B open in X, and non-empty. (We ll abbreviate disjoint union of two subsets A and

More information

Lecture Notes 1: Vector spaces

Lecture Notes 1: Vector spaces Optimization-based data analysis Fall 2017 Lecture Notes 1: Vector spaces In this chapter we review certain basic concepts of linear algebra, highlighting their application to signal processing. 1 Vector

More information

CHARACTERIZING INTEGERS AMONG RATIONAL NUMBERS WITH A UNIVERSAL-EXISTENTIAL FORMULA

CHARACTERIZING INTEGERS AMONG RATIONAL NUMBERS WITH A UNIVERSAL-EXISTENTIAL FORMULA CHARACTERIZING INTEGERS AMONG RATIONAL NUMBERS WITH A UNIVERSAL-EXISTENTIAL FORMULA BJORN POONEN Abstract. We prove that Z in definable in Q by a formula with 2 universal quantifiers followed by 7 existential

More information

Math 108b: Notes on the Spectral Theorem

Math 108b: Notes on the Spectral Theorem Math 108b: Notes on the Spectral Theorem From section 6.3, we know that every linear operator T on a finite dimensional inner product space V has an adjoint. (T is defined as the unique linear operator

More information

Some distance functions in knot theory

Some distance functions in knot theory Some distance functions in knot theory Jie CHEN Division of Mathematics, Graduate School of Information Sciences, Tohoku University 1 Introduction In this presentation, we focus on three distance functions

More information

ABSOLUTE CONTINUITY OF FOLIATIONS

ABSOLUTE CONTINUITY OF FOLIATIONS ABSOLUTE CONTINUITY OF FOLIATIONS C. PUGH, M. VIANA, A. WILKINSON 1. Introduction In what follows, U is an open neighborhood in a compact Riemannian manifold M, and F is a local foliation of U. By this

More information

The Nearest Doubly Stochastic Matrix to a Real Matrix with the same First Moment

The Nearest Doubly Stochastic Matrix to a Real Matrix with the same First Moment he Nearest Doubly Stochastic Matrix to a Real Matrix with the same First Moment William Glunt 1, homas L. Hayden 2 and Robert Reams 2 1 Department of Mathematics and Computer Science, Austin Peay State

More information

STRUCTURE OF GEODESICS IN A 13-DIMENSIONAL GROUP OF HEISENBERG TYPE

STRUCTURE OF GEODESICS IN A 13-DIMENSIONAL GROUP OF HEISENBERG TYPE Steps in Differential Geometry, Proceedings of the Colloquium on Differential Geometry, 25 30 July, 2000, Debrecen, Hungary STRUCTURE OF GEODESICS IN A 13-DIMENSIONAL GROUP OF HEISENBERG TYPE Abstract.

More information

On polynomially integrable convex bodies

On polynomially integrable convex bodies On polynomially integrable convex bodies A. oldobsky, A. Merkurjev, and V. Yaskin Abstract An infinitely smooth convex body in R n is called polynomially integrable of degree N if its parallel section

More information

The Solvability Conditions for the Inverse Eigenvalue Problem of Hermitian and Generalized Skew-Hamiltonian Matrices and Its Approximation

The Solvability Conditions for the Inverse Eigenvalue Problem of Hermitian and Generalized Skew-Hamiltonian Matrices and Its Approximation The Solvability Conditions for the Inverse Eigenvalue Problem of Hermitian and Generalized Skew-Hamiltonian Matrices and Its Approximation Zheng-jian Bai Abstract In this paper, we first consider the inverse

More information

Injective semigroup-algebras

Injective semigroup-algebras Injective semigroup-algebras J. J. Green June 5, 2002 Abstract Semigroups S for which the Banach algebra l (S) is injective are investigated and an application to the work of O. Yu. Aristov is described.

More information

Diagonalizing Matrices

Diagonalizing Matrices Diagonalizing Matrices Massoud Malek A A Let A = A k be an n n non-singular matrix and let B = A = [B, B,, B k,, B n ] Then A n A B = A A 0 0 A k [B, B,, B k,, B n ] = 0 0 = I n 0 A n Notice that A i B

More information

CALCULUS ON MANIFOLDS. 1. Riemannian manifolds Recall that for any smooth manifold M, dim M = n, the union T M =

CALCULUS ON MANIFOLDS. 1. Riemannian manifolds Recall that for any smooth manifold M, dim M = n, the union T M = CALCULUS ON MANIFOLDS 1. Riemannian manifolds Recall that for any smooth manifold M, dim M = n, the union T M = a M T am, called the tangent bundle, is itself a smooth manifold, dim T M = 2n. Example 1.

More information

On the classification of isoparametric hypersurfaces with four distinct principal curvatures in spheres

On the classification of isoparametric hypersurfaces with four distinct principal curvatures in spheres Annals of Mathematics, 168 (2008), 1011 1024 On the classification of isoparametric hypersurfaces with four distinct principal curvatures in spheres By Stefan Immervoll Abstract In this paper we give a

More information

). In an old paper [11], I. N. Sanov

). In an old paper [11], I. N. Sanov ON TWO-GENERATOR SUBGROUPS IN SL 2 (Z), SL 2 (Q), AND SL 2 (R) ANASTASIIA CHORNA, KATHERINE GELLER, AND VLADIMIR SHPILRAIN ABSTRACT. We consider what some authors call parabolic Möbius subgroups of matrices

More information

PRODUCTS OF TOEPLITZ OPERATORS ON THE FOCK SPACE

PRODUCTS OF TOEPLITZ OPERATORS ON THE FOCK SPACE PRODUCTS OF TOEPLITZ OPERATORS ON THE FOCK SPACE HONG RAE CHO, JONG-DO PARK, AND KEHE ZHU ABSTRACT. Let f and g be functions, not identically zero, in the Fock space F 2 α of. We show that the product

More information

MAT 5330 Algebraic Geometry: Quiver Varieties

MAT 5330 Algebraic Geometry: Quiver Varieties MAT 5330 Algebraic Geometry: Quiver Varieties Joel Lemay 1 Abstract Lie algebras have become of central importance in modern mathematics and some of the most important types of Lie algebras are Kac-Moody

More information

Throughout these notes we assume V, W are finite dimensional inner product spaces over C.

Throughout these notes we assume V, W are finite dimensional inner product spaces over C. Math 342 - Linear Algebra II Notes Throughout these notes we assume V, W are finite dimensional inner product spaces over C 1 Upper Triangular Representation Proposition: Let T L(V ) There exists an orthonormal

More information

Ring of the weight enumerators of d + n

Ring of the weight enumerators of d + n Ring of the weight enumerators of Makoto Fujii Manabu Oura Abstract We show that the ring of the weight enumerators of a self-dual doubly even code in arbitrary genus is finitely generated Indeed enough

More information

1 Differentiable manifolds and smooth maps. (Solutions)

1 Differentiable manifolds and smooth maps. (Solutions) 1 Differentiable manifolds and smooth maps Solutions Last updated: March 17 2011 Problem 1 The state of the planar pendulum is entirely defined by the position of its moving end in the plane R 2 Since

More information

Polynomials of small degree evaluated on matrices

Polynomials of small degree evaluated on matrices Polynomials of small degree evaluated on matrices Zachary Mesyan January 1, 2013 Abstract A celebrated theorem of Shoda states that over any field K (of characteristic 0), every matrix with trace 0 can

More information

DUALITY, CENTRAL CHARACTERS, AND REAL-VALUED CHARACTERS OF FINITE GROUPS OF LIE TYPE

DUALITY, CENTRAL CHARACTERS, AND REAL-VALUED CHARACTERS OF FINITE GROUPS OF LIE TYPE DUALITY, CENTRAL CHARACTERS, AND REAL-VALUED CHARACTERS OF FINITE GROUPS OF LIE TYPE C. RYAN VINROOT Abstract. We prove that the duality operator preserves the Frobenius- Schur indicators of characters

More information

ABELIAN SELF-COMMUTATORS IN FINITE FACTORS

ABELIAN SELF-COMMUTATORS IN FINITE FACTORS ABELIAN SELF-COMMUTATORS IN FINITE FACTORS GABRIEL NAGY Abstract. An abelian self-commutator in a C*-algebra A is an element of the form A = X X XX, with X A, such that X X and XX commute. It is shown

More information

Highest-weight Theory: Verma Modules

Highest-weight Theory: Verma Modules Highest-weight Theory: Verma Modules Math G4344, Spring 2012 We will now turn to the problem of classifying and constructing all finitedimensional representations of a complex semi-simple Lie algebra (or,

More information

VARIETIES WITHOUT EXTRA AUTOMORPHISMS I: CURVES BJORN POONEN

VARIETIES WITHOUT EXTRA AUTOMORPHISMS I: CURVES BJORN POONEN VARIETIES WITHOUT EXTRA AUTOMORPHISMS I: CURVES BJORN POONEN Abstract. For any field k and integer g 3, we exhibit a curve X over k of genus g such that X has no non-trivial automorphisms over k. 1. Statement

More information

Spectral Gap and Concentration for Some Spherically Symmetric Probability Measures

Spectral Gap and Concentration for Some Spherically Symmetric Probability Measures Spectral Gap and Concentration for Some Spherically Symmetric Probability Measures S.G. Bobkov School of Mathematics, University of Minnesota, 127 Vincent Hall, 26 Church St. S.E., Minneapolis, MN 55455,

More information

Remarks on the Rademacher-Menshov Theorem

Remarks on the Rademacher-Menshov Theorem Remarks on the Rademacher-Menshov Theorem Christopher Meaney Abstract We describe Salem s proof of the Rademacher-Menshov Theorem, which shows that one constant works for all orthogonal expansions in all

More information

On the Periodic Solutions of Certain Fifth Order Nonlinear Vector Differential Equations

On the Periodic Solutions of Certain Fifth Order Nonlinear Vector Differential Equations On the Periodic Solutions of Certain Fifth Order Nonlinear Vector Differential Equations Melike Karta Department of Mathematics, Faculty of Science and Arts, Agri Ibrahim Cecen University, Agri, E-mail:

More information

08a. Operators on Hilbert spaces. 1. Boundedness, continuity, operator norms

08a. Operators on Hilbert spaces. 1. Boundedness, continuity, operator norms (February 24, 2017) 08a. Operators on Hilbert spaces Paul Garrett garrett@math.umn.edu http://www.math.umn.edu/ garrett/ [This document is http://www.math.umn.edu/ garrett/m/real/notes 2016-17/08a-ops

More information

Non-Asymptotic Theory of Random Matrices Lecture 4: Dimension Reduction Date: January 16, 2007

Non-Asymptotic Theory of Random Matrices Lecture 4: Dimension Reduction Date: January 16, 2007 Non-Asymptotic Theory of Random Matrices Lecture 4: Dimension Reduction Date: January 16, 2007 Lecturer: Roman Vershynin Scribe: Matthew Herman 1 Introduction Consider the set X = {n points in R N } where

More information

THE FUNDAMENTAL THEOREM OF ALGEBRA VIA PROPER MAPS

THE FUNDAMENTAL THEOREM OF ALGEBRA VIA PROPER MAPS THE FUNDAMENTAL THEOREM OF ALGEBRA VIA PROPER MAPS KEITH CONRAD 1. Introduction The Fundamental Theorem of Algebra says every nonconstant polynomial with complex coefficients can be factored into linear

More information

Takens embedding theorem for infinite-dimensional dynamical systems

Takens embedding theorem for infinite-dimensional dynamical systems Takens embedding theorem for infinite-dimensional dynamical systems James C. Robinson Mathematics Institute, University of Warwick, Coventry, CV4 7AL, U.K. E-mail: jcr@maths.warwick.ac.uk Abstract. Takens

More information

MA651 Topology. Lecture 9. Compactness 2.

MA651 Topology. Lecture 9. Compactness 2. MA651 Topology. Lecture 9. Compactness 2. This text is based on the following books: Topology by James Dugundgji Fundamental concepts of topology by Peter O Neil Elements of Mathematics: General Topology

More information

Changing sign solutions for the CR-Yamabe equation

Changing sign solutions for the CR-Yamabe equation Changing sign solutions for the CR-Yamabe equation Ali Maalaoui (1) & Vittorio Martino (2) Abstract In this paper we prove that the CR-Yamabe equation on the Heisenberg group has infinitely many changing

More information

Limits of cubes E1 4NS, U.K.

Limits of cubes E1 4NS, U.K. Limits of cubes Peter J. Cameron a Sam Tarzi a a School of Mathematical Sciences, Queen Mary, University of London, London E1 4NS, U.K. Abstract The celebrated Urysohn space is the completion of a countable

More information

QUATERNIONS AND ROTATIONS

QUATERNIONS AND ROTATIONS QUATERNIONS AND ROTATIONS SVANTE JANSON 1. Introduction The purpose of this note is to show some well-known relations between quaternions and the Lie groups SO(3) and SO(4) (rotations in R 3 and R 4 )

More information

Linear maps preserving AN -operators

Linear maps preserving AN -operators Linear maps preserving AN -operators (Ritsumeikan University) co-author: Golla Ramesh (Indian Instiute of Technology Hyderabad) Numerical Range and Numerical Radii Max-Planck-Institute MPQ June 14, 2018

More information

On uniqueness in the inverse conductivity problem with local data

On uniqueness in the inverse conductivity problem with local data On uniqueness in the inverse conductivity problem with local data Victor Isakov June 21, 2006 1 Introduction The inverse condictivity problem with many boundary measurements consists of recovery of conductivity

More information

A Subrecursive Refinement of FTA. of the Fundamental Theorem of Algebra

A Subrecursive Refinement of FTA. of the Fundamental Theorem of Algebra A Subrecursive Refinement of the Fundamental Theorem of Algebra P. Peshev D. Skordev Faculty of Mathematics and Computer Science University of Sofia Computability in Europe, 2006 Outline Introduction 1

More information

SELF-ADJOINTNESS OF SCHRÖDINGER-TYPE OPERATORS WITH SINGULAR POTENTIALS ON MANIFOLDS OF BOUNDED GEOMETRY

SELF-ADJOINTNESS OF SCHRÖDINGER-TYPE OPERATORS WITH SINGULAR POTENTIALS ON MANIFOLDS OF BOUNDED GEOMETRY Electronic Journal of Differential Equations, Vol. 2003(2003), No.??, pp. 1 8. ISSN: 1072-6691. URL: http://ejde.math.swt.edu or http://ejde.math.unt.edu ftp ejde.math.swt.edu (login: ftp) SELF-ADJOINTNESS

More information

ON A PROBLEM OF GEVORKYAN FOR THE FRANKLIN SYSTEM. Zygmunt Wronicz

ON A PROBLEM OF GEVORKYAN FOR THE FRANKLIN SYSTEM. Zygmunt Wronicz Opuscula Math. 36, no. 5 (2016), 681 687 http://dx.doi.org/10.7494/opmath.2016.36.5.681 Opuscula Mathematica ON A PROBLEM OF GEVORKYAN FOR THE FRANKLIN SYSTEM Zygmunt Wronicz Communicated by P.A. Cojuhari

More information

Preliminary Examination, Part I Tuesday morning, August 31, 2004

Preliminary Examination, Part I Tuesday morning, August 31, 2004 Preliminary Examination, Part I Tuesday morning, August 31, 24 This part of the examination consists of six problems. You should work all of the problems. Show all of your work in your workbook. Try to

More information

A NOTE ON A BASIS PROBLEM

A NOTE ON A BASIS PROBLEM PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY Volume 51, Number 2, September 1975 A NOTE ON A BASIS PROBLEM J. M. ANDERSON ABSTRACT. It is shown that the functions {exp xvx\v_. form a basis for the

More information

Polynomial mappings into a Stiefel manifold and immersions

Polynomial mappings into a Stiefel manifold and immersions Polynomial mappings into a Stiefel manifold and immersions Iwona Krzyżanowska Zbigniew Szafraniec November 2011 Abstract For a polynomial mapping from S n k to the Stiefel manifold Ṽk(R n ), where n k

More information

Some Remarks on the Discrete Uncertainty Principle

Some Remarks on the Discrete Uncertainty Principle Highly Composite: Papers in Number Theory, RMS-Lecture Notes Series No. 23, 2016, pp. 77 85. Some Remarks on the Discrete Uncertainty Principle M. Ram Murty Department of Mathematics, Queen s University,

More information

Discrete Series Representations of Unipotent p-adic Groups

Discrete Series Representations of Unipotent p-adic Groups Journal of Lie Theory Volume 15 (2005) 261 267 c 2005 Heldermann Verlag Discrete Series Representations of Unipotent p-adic Groups Jeffrey D. Adler and Alan Roche Communicated by S. Gindikin Abstract.

More information

REPRESENTATION THEORY NOTES FOR MATH 4108 SPRING 2012

REPRESENTATION THEORY NOTES FOR MATH 4108 SPRING 2012 REPRESENTATION THEORY NOTES FOR MATH 4108 SPRING 2012 JOSEPHINE YU This note will cover introductory material on representation theory, mostly of finite groups. The main references are the books of Serre

More information

LINEAR ALGEBRA BOOT CAMP WEEK 4: THE SPECTRAL THEOREM

LINEAR ALGEBRA BOOT CAMP WEEK 4: THE SPECTRAL THEOREM LINEAR ALGEBRA BOOT CAMP WEEK 4: THE SPECTRAL THEOREM Unless otherwise stated, all vector spaces in this worksheet are finite dimensional and the scalar field F is R or C. Definition 1. A linear operator

More information

arxiv:math/ v1 [math.ds] 8 Oct 2006

arxiv:math/ v1 [math.ds] 8 Oct 2006 arxiv:math/0610257v1 [math.ds] 8 Oct 2006 On Estimates of the Number of Collisions for Billiards in Polyhedral Angles Lizhou Chen Abstract We obtain an upper bound of the number of collisions of any billiard

More information

Math 407: Linear Optimization

Math 407: Linear Optimization Math 407: Linear Optimization Lecture 16: The Linear Least Squares Problem II Math Dept, University of Washington February 28, 2018 Lecture 16: The Linear Least Squares Problem II (Math Dept, University

More information

SQUARE ROOTS OF 2x2 MATRICES 1. Sam Northshield SUNY-Plattsburgh

SQUARE ROOTS OF 2x2 MATRICES 1. Sam Northshield SUNY-Plattsburgh SQUARE ROOTS OF x MATRICES Sam Northshield SUNY-Plattsburgh INTRODUCTION A B What is the square root of a matrix such as? It is not, in general, A B C D C D This is easy to see since the upper left entry

More information

Math 54 - HW Solutions 5

Math 54 - HW Solutions 5 Math 54 - HW Solutions 5 Dan Crytser August 6, 202 Problem 20.a To show that the Manhattan metric d(, y) = y +... + n y n induces the standard topology on R n, we show that it induces the same topology

More information

BASIC VON NEUMANN ALGEBRA THEORY

BASIC VON NEUMANN ALGEBRA THEORY BASIC VON NEUMANN ALGEBRA THEORY FARBOD SHOKRIEH Contents 1. Introduction 1 2. von Neumann algebras and factors 1 3. von Neumann trace 2 4. von Neumann dimension 2 5. Tensor products 3 6. von Neumann algebras

More information

Since G is a compact Lie group, we can apply Schur orthogonality to see that G χ π (g) 2 dg =

Since G is a compact Lie group, we can apply Schur orthogonality to see that G χ π (g) 2 dg = Problem 1 Show that if π is an irreducible representation of a compact lie group G then π is also irreducible. Give an example of a G and π such that π = π, and another for which π π. Is this true for

More information

An angle metric through the notion of Grassmann representative

An angle metric through the notion of Grassmann representative Electronic Journal of Linear Algebra Volume 18 Volume 18 (009 Article 10 009 An angle metric through the notion of Grassmann representative Grigoris I. Kalogeropoulos gkaloger@math.uoa.gr Athanasios D.

More information

Acta Mathematica Academiae Paedagogicae Nyíregyháziensis 24 (2008), ISSN

Acta Mathematica Academiae Paedagogicae Nyíregyháziensis 24 (2008), ISSN Acta Mathematica Academiae Paedagogicae Nyíregyháziensis 24 (2008), 313 321 www.emis.de/journals ISSN 1786-0091 DUAL BANACH ALGEBRAS AND CONNES-AMENABILITY FARUK UYGUL Abstract. In this survey, we first

More information

A REPRESENTATION THEORETIC APPROACH TO SYNCHRONIZING AUTOMATA

A REPRESENTATION THEORETIC APPROACH TO SYNCHRONIZING AUTOMATA A REPRESENTATION THEORETIC APPROACH TO SYNCHRONIZING AUTOMATA FREDRICK ARNOLD AND BENJAMIN STEINBERG Abstract. This paper is a first attempt to apply the techniques of representation theory to synchronizing

More information

A Problem of Hsiang-Palais-Terng on Isoparametric Submanifolds

A Problem of Hsiang-Palais-Terng on Isoparametric Submanifolds arxiv:math/0312251v1 [math.dg] 12 Dec 2003 A Problem of Hsiang-Palais-Terng on Isoparametric Submanifolds Haibao Duan Institute of Mathematics, Chinese Academy of Sciences, Beijing 100080, dhb@math.ac.cn

More information

MASTERS EXAMINATION IN MATHEMATICS SOLUTIONS

MASTERS EXAMINATION IN MATHEMATICS SOLUTIONS MASTERS EXAMINATION IN MATHEMATICS PURE MATHEMATICS OPTION SPRING 010 SOLUTIONS Algebra A1. Let F be a finite field. Prove that F [x] contains infinitely many prime ideals. Solution: The ring F [x] of

More information

CHAOTIC BEHAVIOR IN A FORECAST MODEL

CHAOTIC BEHAVIOR IN A FORECAST MODEL CHAOTIC BEHAVIOR IN A FORECAST MODEL MICHAEL BOYLE AND MARK TOMFORDE Abstract. We examine a certain interval map, called the weather map, that has been used by previous authors as a toy model for weather

More information

Lecture 11: Clifford algebras

Lecture 11: Clifford algebras Lecture 11: Clifford algebras In this lecture we introduce Clifford algebras, which will play an important role in the rest of the class. The link with K-theory is the Atiyah-Bott-Shapiro construction

More information

NORMAL GENERATION OF UNITARY GROUPS OF CUNTZ ALGEBRAS BY INVOLUTIONS. 1. Introduction

NORMAL GENERATION OF UNITARY GROUPS OF CUNTZ ALGEBRAS BY INVOLUTIONS. 1. Introduction NORMAL GENERATION OF UNITARY GROUPS OF CUNTZ ALGEBRAS BY INVOLUTIONS A. AL-RAWASHDEH Page 1 of 10 Abstract. In purely infinite factors, P. de la Harpe proved that a normal subgroup of the unitary group

More information