Monomial MUBs. September 27, 2005
|
|
- Terence Pearson
- 5 years ago
- Views:
Transcription
1 Monoia MUBs Seteber 7, 005 Abstract We rove that axia sets of couniting onoia unitaries are equivaent to a grou under utiication. We aso show that hadaard that underies this set of unitaries is equivaent to a hadaard with the sae grou structure. MUBs, Hadaards, and Notation Suose there are n MUBs in diension d: B i = { i, i,..., i d } for i (, n) such that: j i = δ i, δ j, + ( δ i, ) d We ca B 0 the standard basis. A set of MUBs then defines a set of Hadaard atrices: H(, ) = j j j The MUB condition is: H (, )H(, ) = j j j j = j j jj = j j j j j j j = = H(, ) With H(, ) being a hadaard atrix for a. Since H(, ) = I, then H (, ) = H(, ) and we can write: H(, )H(, ) = H(, ) We use H(, ) q,r q H(, ) r
2 Monoia Unitaries We now that if we have sets of d traceess couniting unitary atrices, such that a (d ) airs are orthogona, then the eigenvectors of the sets are MUBs. Suose that in addition to the above contraints, we aso have the roerty that a of the unitary atrices are onoia atrices. Consider such a onoia untiary: U λ(α) = j λ(α) j j j The index α (, d) and we define U λ() = I, thus λ() i =. Orthogonaity between the U λ(α) and U λ(β) is equivaent to orthogonaity of λ(α) and λ(β), with the usua vector inner roduct. Moiaity of U eans that: Uλ(α) {0 () = e iφ = () () We can rewrite equation in ters of the hadaard atrices: Uλ(α) = j λ(α) j j j = j λ(α) j H(, ) j,h(, ) j, () Proosition.. Every set of orthogona onoia unitaries ay be noraized such that: Uλ(α) = with U λ(α) aso being a set of orthogona onoia unitaries. Equivaenty, we ay aways choose λ(α) =. Proof. Given soe set of orthogona unitaries U λ(α), we can define U λ(α) = λ (α) U λ(α). Ceary, U λ(α) =. Mutiication by a constant does not change the orthogonaity nor the onoiaity, thus the set U λ(α) is a set of orthogona onoias with the desired roerty. Now we define two casses of diagona unitaries: ζ(α) λ(α) Z(, n) d H(, n), See that ζ(α) is just a diagonaization of U λ (α), and Z(, n) is th coun of H(, n), ut on the diagona of a atrix, and renooraized so that the atrix is unitary. Lea.. Z(, ) Z (, ) = c(, )ζ(α(, )) for c(, ) a function fro Z d Z d C and α(, ) a function fro Z d Z d Z d Proof. Note that due to the orthonoraity of the set of d atrices U λ(α), the set ζ(α) fors an orthonora basis for diagona atrices. Aso note that due to the unitarity of a hadaard atrices, the set Z(, n) for (, d), fors an orthonora basis for diagona atrices. Rewriting equation in ters of the above diagonas we have: Uα = d T r ( ζ(α)z (, ) Z(, ) )
3 We use a atrix inner roduct of: U, V d T r(u V ) Thus: U α = Z(, ) Z (, ), ζ(α) We can exand Z(, ) Z (, ) in ters of ζ(α) since ζ(α) is a basis. Z(, ) Z (, ) = β c β (, )ζ(β) Z(, ) Z (, ), ζ(α) = c α(, ) Since Z(, ) Z (, ) is unitary, we now that α c α(, ) =. Since U α is onoia, we now that c α (, ) is 0 or. Thus, c α (, ) = 0 for a α α(, ). Hence: Z(, ) Z (, ) = c(, )ζ(α(, )) Lea.3. α(, ) is a atin square. Proof. This iies that α(, ) α(, ) if and iewise for. We can rove this by direct coutation. See that if we assue that α(, ) = α(, ) then we can show that =. The sae aroach wors for. Z(, ) Z (, ) c (, ) = ζ(α(, )) = ζ(α(, )) = Z(, ) Z (, ) c (, ) Z (, ) Z(, ) = c(, )c (, ) Z(, ), Z(, ) = c(, )c (, ) δ, = = Lea.4. c(, )c(, n) = c(, n) and ζ(α) for a grou of order d under utiication. Proof. Due to Lea., we now that: Z(, ) = c(, n)ζ(α(, n))z(, ) n Z(, ) = c(, n)ζ(α(, n))z(, ) n Z(, ) Z (, ) = c(, )ζ(α(, )) c(, n)ζ(α(, n))z(, ) n = c(, )c(, n)ζ(α(, ))ζ(α(, n))z(, ) n c(, n)ζ(α(, n)) = c(, )c(, n)ζ(α(, ))ζ(α(, n)) Using the fact that ζ(α) = we have that c(, )c(, n) = c(, n), roving this first art of the Lea. Aying this resut we obtain: ζ(α(, n)) = ζ(α(, ))ζ(α(, n)) Thus the atrices ζ(α) are cosed under utiication. Note that since Z(, ) Z (, ) = I = c(, )ζ(α(, )) we have that c(, ) = and ζ(α(, )) = ζ() = I. Finay, any set of d invertibe atrices cosed under utiication that contains I is grou of order d. 3
4 Coroary.5. Any set of couniting unitary onoias has an equivaent onoia reresentation which fors a grou of order d under utiication. Proof. ζ(α) is a diagonaization of U λ(α). By Lea.4, ζ(α) fors a grou under utiication, but since if ζ(α)ζ(β) = ζ(γ) then U λ(α) U λ(β) = U λ(γ), thus we rove the resut. Lea.6. H(, ) is equivaent to a hadaard whose couns are the diagonas of ζ(α), and thus for a grou. We ca such Hadaards grou-ie. Proof. Two hadaard atrices are equivaent if H a = M H b M where M and M are onoia unitaries. Note that Z(, ) Z (, ) c (, ) = ζ(α(, )). Since α(, ) is a atin square, α(, ) is just a eruation of the ordering of ζ(α). See that if we define ξ() = n c(n, ) n n, then the couns of H (, ) = Z (, ) H(, )ξ() are exacty the diagonas of the set ζ(α). This oeration is identica to noraizing the first row and the first coun of H(, ) to be. Thus, the noraized hadaard ust have couns which for a grou under coonent-wise utiication. Theore.7. There exist sets of d couting traceess onoia orthogona unitaries if and ony if there exist utuay unbiased Hadaards each of which is equivaent to a grou-ie Hadaard. Proof. Ay the resuts eading u to Lea.6 not just for the hadaard H(, ), but for a H(, ) with (, ), which give a tota of such Hadaards. That taes care of the ony if condition. Now for the if. H are the (, ) are the utuay unbiased grou-ie Hadaard atrices. Define i = i. Define i H i. Thus: j = H(, )j, = j H So H(, ) = H. If we noraize the first row and the first coun of this hadaard we ay define a new hadaard: H(, ). Define: U = H(, ) n, n n n U is a secia case where can can choose any H(, ) to buid the diagonas (since these atrices are aways diagona with resect to basis, and hence onoia). For a fixed we have a cass of d couting atrices. Each cass contains I because H(, ) n, = (due to the noraization). Reoving I fro d atrices for each vaue of. Assuing that there are hadaards the above give sets of d atrices. Each set is ceary orthogona due to being constructed with diagonas fro hadaards (which due to unitarity have orthonora couns and rows). Due to sharing an eigenbasis they coute. Mebers fro different casses are orthogona as a consequence of having utuay unbiased eigenbases and being traceess. The ast roerty we need to show is that these atrices are a onoias. See that: Un = Z(, ) Z (, ), Z(, ) n where Z(, ) n is the n th coun of H(, ) as a diagona unitary. Due to the way we derived H fro H, we can see that Z(, ) n = Z (, ) Z(, ) n c (n, ), thus: And hence: U n Z(, ) n = Z(, ) n Z(, ) c(n, ) = Z(, ) Z (, ), Z(, ) n = c (, )c(, ) Z(, ) Z (, ), Z(, ) n = c (, )c(, ) Z(, ), Z(, ) n = c (, )c(, )δ,n+ Which is ceary onoia, thus we have coete the roof. 4
5 Definition.8. We say that sets of d couting traceess onoia orthogona unitaries are coetey onoia if they are onoia in a the eigenbases. Theore.9. We have (d ) atrices eeting definition.8 if and ony if there exist utuay unbiased Hadaards which are a equivaent to the sae grou-ie Hadaard. Proof. This roof wi foow Lea.4. In that roof we saw that the atrices ζ(α) were equivaent to Z(, ) which were the couns. In this roof, we woud instead see that resut for Z(i, j), since the atrices are onoia in a bases. But the diagonaization ζ(α) does not change in different bases, so a the Hadaards ust be equivaent to ζ(α). More over, the unitaries theseves ust be isoorhic to the sae grou. Conjecture.0. A onoia sets are coetey onoia. Conjecture.. A sets of axiay couting onoias are nice. The revious conjecture, if true, eans that onoias cannot beat the reduce to rie owers aroach. It shoud be ossibe to rove or disrove both of the above rather easiy, but I have not tried yet. 5
Involutions and representations of the finite orthogonal groups
Invoutions and representations of the finite orthogona groups Student: Juio Brau Advisors: Dr. Ryan Vinroot Dr. Kaus Lux Spring 2007 Introduction A inear representation of a group is a way of giving the
More informationInclusion and Argument Properties for Certain Subclasses of Analytic Functions Defined by Using on Extended Multiplier Transformations
Advances in Pure Matheatics, 0,, 93-00 doi:0.436/a.0.4034 Pubished Onine Juy 0 (htt://www.scirp.org/journa/a) Incusion Arguent Proerties for Certain Subcasses of Anaytic Functions Defined by Using on Extended
More informationPart B: Many-Particle Angular Momentum Operators.
Part B: Man-Partice Anguar Moentu Operators. The coutation reations deterine the properties of the anguar oentu and spin operators. The are copete anaogous: L, L = i L, etc. L = L ± il ± L = L L L L =
More informationGalois covers of type (p,, p), vanishing cycles formula, and the existence of torsor structures.
Gaois covers of tye,, ), vanishing cyces formua, and the existence of torsor structures. Mohamed Saïdi & Nichoas Wiiams Abstract In this artice we rove a oca Riemman-Hurwitz formua which comares the dimensions
More informationFactorizations of Invertible Symmetric Matrices over Polynomial Rings with Involution
Goba Journa of Pure and Appied Matheatics ISSN 0973-1768 Voue 13 Nuber 10 (017) pp 7073-7080 Research India Pubications http://wwwripubicationco Factorizations of Invertibe Syetric Matrices over Poynoia
More informationExploiting Matrix Symmetries and Physical Symmetries in Matrix Product States and Tensor Trains
Exloiting Matrix Syetries and Physical Syetries in Matrix Product States and Tensor Trains Thoas K Huckle a and Konrad Waldherr a and Thoas Schulte-Herbrüggen b a Technische Universität München, Boltzannstr
More informationMonoidal categories for the combinatorics of group representations
Monoidal categories for the cobinatorics of grou reresentations Ross Street February 1998 Categories are known to be useful for organiing structural asects of atheatics. However, they are also useful in
More informationPretty Patterns of Perfect Powers mod p
Pretty Patterns of Perfect Powers od Eiy A Kirkan Under the adviseent of Wiia A Stein A thesis subitted to the University of Washington Deartent of Matheatics in artia fufient of the requireents for the
More informationEdinburgh Research Explorer
Edinburgh Research Exlorer ALMOST-ORTHOGONALITY IN THE SCHATTEN-VON NEUMANN CLASSES Citation for ublished version: Carbery, A 2009, 'ALMOST-ORTHOGONALITY IN THE SCHATTEN-VON NEUMANN CLASSES' Journal of
More informationMath 124B January 31, 2012
Math 124B January 31, 212 Viktor Grigoryan 7 Inhomogeneous boundary vaue probems Having studied the theory of Fourier series, with which we successfuy soved boundary vaue probems for the homogeneous heat
More informationGauss and Jacobi Sums, Weil Conjectures
Gauss and Jacobi Sums, Wei Conjectures March 27, 2004 In this note, we define the notions of Gauss and Jacobi sums and ay them to investigate the number of soutions of oynomia euations over finite fieds.
More informationAyşe Alaca, Şaban Alaca and Kenneth S. Williams School of Mathematics and Statistics, Carleton University, Ottawa, Ontario, Canada. Abstract.
Journal of Cobinatorics and Nuber Theory Volue 6, Nuber,. 17 15 ISSN: 194-5600 c Nova Science Publishers, Inc. DOUBLE GAUSS SUMS Ayşe Alaca, Şaban Alaca and Kenneth S. Willias School of Matheatics and
More informationA complete set of ladder operators for the hydrogen atom
A copete set of adder operators for the hydrogen ato C. E. Burkhardt St. Louis Counity Coege at Forissant Vaey 3400 Persha Road St. Louis, MO 6335-499 J. J. Leventha Departent of Physics University of
More informationIdentites and properties for associated Legendre functions
Identites and properties for associated Legendre functions DBW This note is a persona note with a persona history; it arose out off y incapacity to find references on the internet that prove reations that
More informationSome simple continued fraction expansions for an in nite product Part 1. Peter Bala, January ax 4n+3 1 ax 4n+1. (a; x) =
Soe sile continued fraction exansions for an in nite roduct Part. Introduction The in nite roduct Peter Bala, January 3 (a; x) = Y ax 4n+3 ax 4n+ converges for arbitrary colex a rovided jxj
More informationHandout 6 Solutions to Problems from Homework 2
CS 85/185 Fall 2003 Lower Bounds Handout 6 Solutions to Probles fro Hoewor 2 Ait Charabarti Couter Science Dartouth College Solution to Proble 1 1.2: Let f n stand for A 111 n. To decide the roerty f 3
More informationQuadratic Reciprocity. As in the previous notes, we consider the Legendre Symbol, defined by
Math 0 Sring 01 Quadratic Recirocity As in the revious notes we consider the Legendre Sybol defined by $ ˆa & 0 if a 1 if a is a quadratic residue odulo. % 1 if a is a quadratic non residue We also had
More informationLecture Note 3: Stationary Iterative Methods
MATH 5330: Computationa Methods of Linear Agebra Lecture Note 3: Stationary Iterative Methods Xianyi Zeng Department of Mathematica Sciences, UTEP Stationary Iterative Methods The Gaussian eimination (or
More informationINDIVISIBILITY OF CENTRAL VALUES OF L-FUNCTIONS FOR MODULAR FORMS
INIVISIBILITY OF CENTRAL VALUES OF L-FUNCTIONS FOR MOULAR FORMS MASATAKA CHIA Abstract. In this aer, we generaize works of Kohnen-Ono [7] and James-Ono [5] on indivisibiity of (agebraic art of centra critica
More information#A62 INTEGERS 16 (2016) REPRESENTATION OF INTEGERS BY TERNARY QUADRATIC FORMS: A GEOMETRIC APPROACH
#A6 INTEGERS 16 (016) REPRESENTATION OF INTEGERS BY TERNARY QUADRATIC FORMS: A GEOMETRIC APPROACH Gabriel Durha Deartent of Matheatics, University of Georgia, Athens, Georgia gjdurha@ugaedu Received: 9/11/15,
More informationBesicovitch and other generalizations of Bohr s almost periodic functions
Besicovitch and other generaizations of Bohr s amost eriodic functions Kevin Nowand We discuss severa casses of amost eriodic functions which generaize the uniformy continuous amost eriodic (a..) functions
More informationarxiv: v5 [math.nt] 9 Aug 2017
Large bias for integers with rime factors in arithmetic rogressions Xianchang Meng arxiv:67.882v5 [math.nt] 9 Aug 27 Abstract We rove an asymtotic formua for the number of integers x which can be written
More informationBALANCING REGULAR MATRIX PENCILS
BALANCING REGULAR MATRIX PENCILS DAMIEN LEMONNIER AND PAUL VAN DOOREN Abstract. In this paper we present a new diagona baancing technique for reguar matrix pencis λb A, which aims at reducing the sensitivity
More information15. Bruns Theorem Definition Primes p and p < q are called twin primes if q = p + 2.
15 Bruns Theorem Definition 151 Primes and < q are caed twin rimes if q = π ) is the number of airs of twin rimes u to Conjecture 15 There are infinitey many twin rimes Theorem 153 π ) P ) = og og ) og
More informationON SEQUENCES WITHOUT GEOMETRIC PROGRESSIONS
MATHEMATICS OF COMPUTATION VOLUME 00, NUMBER 00 Xxxx 19xx, PAGES 000 000 ON SEQUENCES WITHOUT GEOMETRIC PROGRESSIONS BRIENNE E. BROWN AND DANIEL M. GORDON Abstract. Severa aers have investigated sequences
More informationOn spinors and their transformation
AMERICAN JOURNAL OF SCIENTIFIC AND INDUSTRIAL RESEARCH, Science Huβ, htt:www.scihub.orgajsir ISSN: 5-69X On sinors and their transforation Anaitra Palit AuthorTeacher, P5 Motijheel Avenue, Flat C,Kolkata
More informationORTHOGONAL MULTI-WAVELETS FROM MATRIX FACTORIZATION
J. Korean Math. Soc. 46 2009, No. 2, pp. 281 294 ORHOGONAL MLI-WAVELES FROM MARIX FACORIZAION Hongying Xiao Abstract. Accuracy of the scaing function is very crucia in waveet theory, or correspondingy,
More informationTHE APPENDIX FOR THE PAPER: INCENTIVE-AWARE JOB ALLOCATION FOR ONLINE SOCIAL CLOUDS. Appendix A 1
TE APPENDIX FOR TE PAPER: INCENTIVE-AWARE JO ALLOCATION FOR ONLINE SOCIAL CLOUDS Yu Zhang, Mihaea van der Schaar Aendix A 1 1) Proof of Proosition 1 Given the SCP, each suier s decision robem can be formuated
More informationBiometrics Unit, 337 Warren Hall Cornell University, Ithaca, NY and. B. L. Raktoe
NONISCMORPHIC CCMPLETE SETS OF ORTHOGONAL F-SQ.UARES, HADAMARD MATRICES, AND DECCMPOSITIONS OF A 2 4 DESIGN S. J. Schwager and w. T. Federer Biometrics Unit, 337 Warren Ha Corne University, Ithaca, NY
More informationApril 1980 TR/96. Extrapolation techniques for first order hyperbolic partial differential equations. E.H. Twizell
TR/96 Apri 980 Extrapoatio techiques for first order hyperboic partia differetia equatios. E.H. Twize W96086 (0) 0. Abstract A uifor grid of step size h is superiposed o the space variabe x i the first
More information4 A Survey of Congruent Results 12
4 A urvey of Congruent Results 1 ECTION 4.5 Perfect Nubers and the iga Function By the end of this section you will be able to test whether a given Mersenne nuber is rie understand what is eant be a erfect
More informationON SEQUENCES WITHOUT GEOMETRIC PROGRESSIONS
MATHEMATICS OF COMPUTATION Voume 65, Number 216 October 1996, Pages 1749 1754 ON SEQUENCES WITHOUT GEOMETRIC PROGRESSIONS BRIENNE E. BROWN AND DANIEL M. GORDON Abstract. Severa aers have investigated sequences
More informationSHOUYU DU AND ZHANLE DU
THERE ARE INFINITELY MANY COUSIN PRIMES arxiv:ath/009v athgm 4 Oct 00 SHOUYU DU AND ZHANLE DU Abstract We roved that there are infinitely any cousin ries Introduction If c and c + 4 are both ries, then
More informationRadial Basis Functions: L p -approximation orders with scattered centres
Radia Basis Functions: L -aroximation orders with scattered centres Martin D. Buhmann and Amos Ron Abstract. In this aer we generaize severa resuts on uniform aroximation orders with radia basis functions
More informationTRACES OF SINGULAR MODULI ON HILBERT MODULAR SURFACES
TRACES OF SINGULAR MODULI ON HILBERT MODULAR SURFACES KATHRIN BRINGMANN, KEN ONO, AND JEREMY ROUSE Abstract. Suose that 1 mod 4 is a rime, and that O K is the ring of integers of K := Q. A cassica resut
More informationON CERTAIN SUMS INVOLVING THE LEGENDRE SYMBOL. Borislav Karaivanov Sigma Space Inc., Lanham, Maryland
#A14 INTEGERS 16 (2016) ON CERTAIN SUMS INVOLVING THE LEGENDRE SYMBOL Borisav Karaivanov Sigma Sace Inc., Lanham, Maryand borisav.karaivanov@sigmasace.com Tzvetain S. Vassiev Deartment of Comuter Science
More informationWeek 10 Spring Lecture 19. Estimation of Large Covariance Matrices: Upper bound Observe. is contained in the following parameter space,
Week 0 Sprig 009 Lecture 9. stiatio of Large Covariace Matrices: Upper boud Observe ; ; : : : ; i.i.d. fro a p-variate Gaussia distributio, N (; pp ). We assue that the covariace atrix pp = ( ij ) i;jp
More informationCongruences involving Bernoulli and Euler numbers Zhi-Hong Sun
The aer will aear in Journal of Nuber Theory. Congruences involving Bernoulli Euler nubers Zhi-Hong Sun Deartent of Matheatics, Huaiyin Teachers College, Huaian, Jiangsu 300, PR China Received January
More informationTransforms, Convolutions, and Windows on the Discrete Domain
Chapter 3 Transfors, Convoutions, and Windows on the Discrete Doain 3. Introduction The previous two chapters introduced Fourier transfors of functions of the periodic and nonperiodic types on the continuous
More information3.3 Variational Characterization of Singular Values
3.3. Variational Characterization of Singular Values 61 3.3 Variational Characterization of Singular Values Since the singular values are square roots of the eigenvalues of the Heritian atrices A A and
More informationComputional solutions of a family of generalized Procrustes problems. P. Benner, J. Fankhänel
Coputiona soutions of a faiy of generaized Procrustes probes P. Benner, J. Fankhäne Preprint 014-6 Preprintreihe der Fakutät für Matheatik ISSN 1614-8835 Contents 1 Introduction 5 The (`p; `q) Procrustes
More informationDiversity Gain Region for MIMO Fading Broadcast Channels
ITW4, San Antonio, Texas, October 4 9, 4 Diversity Gain Region for MIMO Fading Broadcast Channes Lihua Weng, Achieas Anastasoouos, and S. Sandee Pradhan Eectrica Engineering and Comuter Science Det. University
More informationDistribution of the partition function modulo m
Annas of Mathematics, 151 (000), 93 307 Distribution of the artition function moduo m By Ken Ono* 1. Introduction and statement of resuts A artition of a ositive integer n is any nonincreasing sequence
More informationReed-Muller Codes. m r inductive definition. Later, we shall explain how to construct Reed-Muller codes using the Kronecker product.
Coding Theory Massoud Malek Reed-Muller Codes An iportant class of linear block codes rich in algebraic and geoetric structure is the class of Reed-Muller codes, which includes the Extended Haing code.
More informationSeparation of Variables and a Spherical Shell with Surface Charge
Separation of Variabes and a Spherica She with Surface Charge In cass we worked out the eectrostatic potentia due to a spherica she of radius R with a surface charge density σθ = σ cos θ. This cacuation
More informationFinite Fourier Decomposition of Signals Using Generalized Difference Operator
SCIENTIFIC PUBLICATIONS OF THE STATE UNIVERSITY OF NOVI PAZAR SER. A: APPL. ATH. INFOR. AND ECH. vo. 9, (27, 47-57. Finite Fourier Decoosition of Signas Using Generaized Difference Oerator G. B. A. Xavier,
More informationPOWER RESIDUES OF FOURIER COEFFICIENTS OF MODULAR FORMS
POWER RESIDUES OF FOURIER COEFFICIENTS OF MODULAR FORMS TOM WESTON Abstract Let ρ : G Q > GL nq l be a otivic l-adic Galois reresentation For fixed > 1 we initiate an investigation of the density of the
More informationA REGULARIZED GMRES METHOD FOR INVERSE BLACKBODY RADIATION PROBLEM
Wu, J., Ma. Z.: A Reguarized GMRES Method for Inverse Backbody Radiation Probe THERMAL SCIENCE: Year 3, Vo. 7, No. 3, pp. 847-85 847 A REGULARIZED GMRES METHOD FOR INVERSE BLACKBODY RADIATION PROBLEM by
More informationPhysics 215 Winter The Density Matrix
Physics 215 Winter 2018 The Density Matrix The quantu space of states is a Hilbert space H. Any state vector ψ H is a pure state. Since any linear cobination of eleents of H are also an eleent of H, it
More information2005 Summer Research Journal. Bob Hough
005 Summer Research Journa Bob Hough Last udated: August 11, 005 Contents 0 Preface 3 1 Gaussian Sums and Recirocity 6 1.1 Quadratic Gauss sums and quadratic recirocity................ 6 1.1.1 Quadratic
More informationLecture 3: October 2, 2017
Inforation and Coding Theory Autun 2017 Lecturer: Madhur Tulsiani Lecture 3: October 2, 2017 1 Shearer s lea and alications In the revious lecture, we saw the following stateent of Shearer s lea. Lea 1.1
More informationBASIC NOTIONS AND RESULTS IN TOPOLOGY. 1. Metric spaces. Sets with finite diameter are called bounded sets. For x X and r > 0 the set
BASIC NOTIONS AND RESULTS IN TOPOLOGY 1. Metric spaces A metric on a set X is a map d : X X R + with the properties: d(x, y) 0 and d(x, y) = 0 x = y, d(x, y) = d(y, x), d(x, y) d(x, z) + d(z, y), for a
More informationFFTs in Graphics and Vision. Spherical Convolution and Axial Symmetry Detection
FFTs in Graphics and Vision Spherica Convoution and Axia Symmetry Detection Outine Math Review Symmetry Genera Convoution Spherica Convoution Axia Symmetry Detection Math Review Symmetry: Given a unitary
More informationEXACT BOUNDS FOR JUDICIOUS PARTITIONS OF GRAPHS
EXACT BOUNDS FOR JUDICIOUS PARTITIONS OF GRAPHS B. BOLLOBÁS1,3 AND A.D. SCOTT,3 Abstract. Edwards showed that every grah of size 1 has a biartite subgrah of size at least / + /8 + 1/64 1/8. We show that
More information1. Basic properties of Bernoulli and Euler polynomials. n 1. B k (n = 1, 2, 3, ). (1.1) k. k=0. E k (n = 1, 2, 3, ). (1.2) k=0
A ecture given in Taiwan on June 6, 00. INTRODUCTION TO BERNOULLI AND EULER POLYNOMIALS Zhi-Wei Sun Departent of Matheatics Nanjing University Nanjing 10093 The Peope s Repubic of China E-ai: zwsun@nju.edu.cn
More informationIMPROVEMENTS IN WOLFF S INEQUALITY FOR DECOMPOSITIONS OF CONE MULTIPLIERS. 1. Introduction
IMPROVEMENTS IN WOLFF S INEQUALITY FOR DECOMPOSITIONS OF CONE MULTIPLIERS GUSTAVO GARRIGÓS, WILHELM SCHLAG AND ANDREAS SEEGER Abstract. We obtain mixed norm versions s (L ) of an inequaity introduced by
More informationUniversity of Alabama Department of Physics and Astronomy. PH 105 LeClair Summer Problem Set 11
University of Aabaa Departent of Physics and Astronoy PH 05 LeCair Suer 0 Instructions: Probe Set. Answer a questions beow. A questions have equa weight.. Due Fri June 0 at the start of ecture, or eectronicay
More informationMore Scattering: the Partial Wave Expansion
More Scattering: the Partia Wave Expansion Michae Fower /7/8 Pane Waves and Partia Waves We are considering the soution to Schrödinger s equation for scattering of an incoming pane wave in the z-direction
More informationNONNEGATIVE matrix factorization finds its application
Multilicative Udates for Convolutional NMF Under -Divergence Pedro J. Villasana T., Stanislaw Gorlow, Meber, IEEE and Arvind T. Hariraan arxiv:803.0559v2 [cs.lg 5 May 208 Abstract In this letter, we generalize
More informationDo Schools Matter for High Math Achievement? Evidence from the American Mathematics Competitions Glenn Ellison and Ashley Swanson Online Appendix
VOL. NO. DO SCHOOLS MATTER FOR HIGH MATH ACHIEVEMENT? 43 Do Schoos Matter for High Math Achievement? Evidence from the American Mathematics Competitions Genn Eison and Ashey Swanson Onine Appendix Appendix
More informationThe Hilbert Schmidt version of the commutator theorem for zero trace matrices
The Hilbert Schidt version of the coutator theore for zero trace atrices Oer Angel Gideon Schechtan March 205 Abstract Let A be a coplex atrix with zero trace. Then there are atrices B and C such that
More informationCS229 Lecture notes. Andrew Ng
CS229 Lecture notes Andrew Ng Part IX The EM agorithm In the previous set of notes, we taked about the EM agorithm as appied to fitting a mixture of Gaussians. In this set of notes, we give a broader view
More informationBlock designs and statistics
Bloc designs and statistics Notes for Math 447 May 3, 2011 The ain paraeters of a bloc design are nuber of varieties v, bloc size, nuber of blocs b. A design is built on a set of v eleents. Each eleent
More informationOn the Diophantine equation x 2 2 ˆ y n
Arch. Math. 74 (000) 50±55 000-889/00/05050-06 $.70/0 Birkhäuser Verag, Base, 000 Archiv der Mathematik O the Diohatie equatio x ˆ y By B. SURY Abstract. We give a eemetary roof of the fact that the oy
More informationLAPLACE EQUATION IN THE HALF-SPACE WITH A NONHOMOGENEOUS DIRICHLET BOUNDARY CONDITION
26 (2) MATHEMATICA BOHEMICA o. 2, 265 274 LAPLACE EQUATIO I THE HALF-SPACE WITH A OHOMOGEEOUS DIRICHLET BOUDARY CODITIO Cherif Amrouche, Pau,Šárka ečasová, Praha Dedicated to Prof. J. ečas on the occasion
More informationFRST Multivariate Statistics. Multivariate Discriminant Analysis (MDA)
1 FRST 531 -- Mutivariate Statistics Mutivariate Discriminant Anaysis (MDA) Purpose: 1. To predict which group (Y) an observation beongs to based on the characteristics of p predictor (X) variabes, using
More informationMath 4400/6400 Homework #8 solutions. 1. Let P be an odd integer (not necessarily prime). Show that modulo 2,
MATH 4400 roblems. Math 4400/6400 Homework # solutions 1. Let P be an odd integer not necessarily rime. Show that modulo, { P 1 0 if P 1, 7 mod, 1 if P 3, mod. Proof. Suose that P 1 mod. Then we can write
More informationDISCRETE DUALITY FINITE VOLUME SCHEMES FOR LERAY-LIONS TYPE ELLIPTIC PROBLEMS ON GENERAL 2D MESHES
ISCRETE UALITY FINITE VOLUME SCHEMES FOR LERAY-LIONS TYPE ELLIPTIC PROBLEMS ON GENERAL 2 MESHES BORIS ANREIANOV, FRANCK BOYER AN FLORENCE HUBERT Abstract. iscrete duality finite volue schees on general
More informationON THE INVARIANCE OF NONINFORMATIVE PRIORS. BY GAURI SANKAR DATTA 1 AND MALAY GHOSH 2 University of Georgia and University of Florida
he Annas of Statistics 1996, Vo 4, No 1, 141159 ON HE INVARIANCE OF NONINFORMAIVE PRIORS BY GAURI SANKAR DAA 1 AND MALAY GHOSH University of Georgia and University of Forida Jeffreys rior, one of the widey
More informationPartial permutation decoding for MacDonald codes
Partia permutation decoding for MacDonad codes J.D. Key Department of Mathematics and Appied Mathematics University of the Western Cape 7535 Bevie, South Africa P. Seneviratne Department of Mathematics
More informationSparse Representations in Unions of Bases
330 IEEE TRANSACTIONS ON INFORMATION THEORY, VO 49, NO, DECEMBER 003 rates taen so high that further increasing them roduced no visibe changes in the figure As can be seen, the a;b obtained in that way
More informationVIII. Addition of Angular Momenta
VIII Addition of Anguar Momenta a Couped and Uncouped Bae When deaing with two different ource of anguar momentum, Ĵ and Ĵ, there are two obviou bae that one might chooe to work in The firt i caed the
More informationSupplementary to Learning Discriminative Bayesian Networks from High-dimensional Continuous Neuroimaging Data
Suppleentary to Learning Discriinative Bayesian Networks fro High-diensional Continuous Neuroiaging Data Luping Zhou, Lei Wang, Lingqiao Liu, Philip Ogunbona, and Dinggang Shen Proposition. Given a sparse
More informationAPPENDIX B. Some special functions in low-frequency seismology. 2l +1 x j l (B.2) j l = j l 1 l +1 x j l (B.3) j l = l x j l j l+1
APPENDIX B Soe specia functions in ow-frequency seisoogy 1. Spherica Besse functions The functions j and y are usefu in constructing ode soutions in hoogeneous spheres (fig B1). They satisfy d 2 j dr 2
More informationarxiv: v1 [math.ap] 6 Oct 2018
Shar estimates for the Schrödinger equation associated to the twisted Laacian Duván Cardona 1 arxiv:1810.0940v1 [math.ap] 6 Oct 018 1 Pontificia Universidad Javeriana, Mathematics Deartment, Bogotá-Coombia
More informationThe Fundamental Basis Theorem of Geometry from an algebraic point of view
Journal of Physics: Conference Series PAPER OPEN ACCESS The Fundaental Basis Theore of Geoetry fro an algebraic point of view To cite this article: U Bekbaev 2017 J Phys: Conf Ser 819 012013 View the article
More informationTest Review: Geometry I Period 1,3 Test Date: Tuesday November 24
Test Review: Geoetr I Period 1,3 Test Date: Tuesda Noveber 24 Things it woud be a good idea to know: 1) A ters and definitions (Parae Lines, Skew Lines, Parae Lines, Perpendicuar Lines, Transversa, aternate
More informationSome Measures for Asymmetry of Distributions
Some Measures for Asymmetry of Distributions Georgi N. Boshnakov First version: 31 January 2006 Research Report No. 5, 2006, Probabiity and Statistics Group Schoo of Mathematics, The University of Manchester
More informationOn Certain Properties of Neighborhoods of. Dziok-Srivastava Differential Operator
International Matheatical Foru, Vol. 6, 20, no. 65, 3235-3244 On Certain Proerties of Neighborhoods of -Valent Functions Involving a Generalized Dziok-Srivastava Differential Oerator Hesa Mahzoon Deartent
More informationOn Maximizing the Convergence Rate for Linear Systems With Input Saturation
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 48, NO. 7, JULY 2003 1249 On Maxiizing the Convergence Rate for Linear Systes With Inut Saturation Tingshu Hu, Zongli Lin, Yacov Shaash Abstract In this note,
More information3 Properties of Dedekind domains
18.785 Number theory I Fall 2016 Lecture #3 09/15/2016 3 Proerties of Dedekind domains In the revious lecture we defined a Dedekind domain as a noetherian domain A that satisfies either of the following
More informationSupplementary Material for Fast and Provable Algorithms for Spectrally Sparse Signal Reconstruction via Low-Rank Hankel Matrix Completion
Suppleentary Material for Fast and Provable Algoriths for Spectrally Sparse Signal Reconstruction via Low-Ran Hanel Matrix Copletion Jian-Feng Cai Tianing Wang Ke Wei March 1, 017 Abstract We establish
More informationINTERIOR BALLISTIC STUDIES OF POSSIBILITIES FOR LAUNCHING AIRCRAFTS ROCKETS FROM GROUND. Slobodan Jaramaz and Dejan Micković
3 RD INTERNATIONAL SYMPOSIUM ON BALLISTICS TARRAGONA, SPAIN 6-0 APRIL 007 INTERIOR BALLISTIC STUDIES OF POSSIBILITIES FOR LAUNCHING AIRCRAFTS ROCKETS FROM GROUND Sobodan Jaraaz and Dejan Micović University
More informationInput-Output (I/O) Stability. -Stability of a System
Inut-Outut (I/O) Stability -Stability of a Syste Outline: Introduction White Boxes and Black Boxes Inut-Outut Descrition Foralization of the Inut-Outut View Signals and Signal Saces he Notions of Gain
More informationfor each of its columns. A quick calculation will verify that: thus m < dim(v). Then a basis of V with respect to which T has the form: A
Desty of dagoalzable square atrces Studet: Dael Cervoe; Metor: Saravaa Thyagaraa Uversty of Chcago VIGRE REU, Suer 7. For ths etre aer, we wll refer to V as a vector sace over ad L(V) as the set of lear
More informationLecture 13 Eigenvalue Problems
Lecture 13 Eigenvalue Probles MIT 18.335J / 6.337J Introduction to Nuerical Methods Per-Olof Persson October 24, 2006 1 The Eigenvalue Decoposition Eigenvalue proble for atrix A: Ax = λx with eigenvalues
More informationTranslation to Bundle Operators
Syetry, Integrabiity and Geoetry: Methods and Appications Transation to Bunde Operators SIGMA 3 7, 1, 14 pages Thoas P. BRANSON and Doojin HONG Deceased URL: http://www.ath.uiowa.edu/ branson/ Departent
More informationON SOME MATRIX INEQUALITIES. Hyun Deok Lee. 1. Introduction Matrix inequalities play an important role in statistical mechanics([1,3,6,7]).
Korean J. Math. 6 (2008), No. 4, pp. 565 57 ON SOME MATRIX INEQUALITIES Hyun Deok Lee Abstract. In this paper we present soe trace inequalities for positive definite atrices in statistical echanics. In
More informationSOME RESULTS OF p VALENT FUNCTIONS DEFINED BY INTEGRAL OPERATORS. Gulsah Saltik Ayhanoz and Ekrem Kadioglu
Acta Universitatis Aulensis ISSN: 1582-5329 No. 32/2012. 69-85 SOME ESULTS OF VALENT FUNCTIONS EFINE BY INTEAL OPEATOS ulsah Saltik Ayhanoz and Ekre Kadioglu Abstract. In this aer, we derive soe roerties
More informationA CLUSTERING LAW FOR SOME DISCRETE ORDER STATISTICS
J App Prob 40, 226 241 (2003) Printed in Israe Appied Probabiity Trust 2003 A CLUSTERING LAW FOR SOME DISCRETE ORDER STATISTICS SUNDER SETHURAMAN, Iowa State University Abstract Let X 1,X 2,,X n be a sequence
More informationLean Walsh Transform
Lean Walsh Transfor Edo Liberty 5th March 007 inforal intro We show an orthogonal atrix A of size d log 4 3 d (α = log 4 3) which is applicable in tie O(d). By applying a rando sign change atrix S to the
More informationResearch Article On Types of Distance Fibonacci Numbers Generated by Number Decompositions
Journa of Aied Mathematics, Artice ID 491591, 8 ages htt://dxdoiorg/101155/2014/491591 Research Artice On Tyes of Distance Fibonacci Numbers Generated by Number Decomositions Anetta Szyna-Liana, Andrzej
More informationAn Overview of Witt Vectors
An Overview of Witt Vectors Daniel Finkel December 7, 2007 Abstract This aer offers a brief overview of the basics of Witt vectors. As an alication, we summarize work of Bartolo and Falcone to rove that
More informationReceiver and Performance Analysis
On the Distribution of SINR for the MMSE MIMO Receiver and Perforance Analysis Ping Li, Debashis Paul, Ravi Narasihan, Meber, IEEE, and John Cioffi, Fellow, IEEE Abstract This aer studies the statistical
More informationDIRICHLET S THEOREM ABOUT PRIMES IN ARITHMETIC PROGRESSIONS. Contents. 1. Dirichlet s theorem on arithmetic progressions
DIRICHLET S THEOREM ABOUT PRIMES IN ARITHMETIC PROGRESSIONS ANG LI Abstract. Dirichlet s theorem states that if q and l are two relatively rime ositive integers, there are infinitely many rimes of the
More informationSrednicki Chapter 51
Srednici Chapter 51 QFT Probems & Soutions A. George September 7, 13 Srednici 51.1. Derive the fermion-oop correction to the scaar proagator by woring through equation 5., and show that it has an extra
More informationMath 124B January 17, 2012
Math 124B January 17, 212 Viktor Grigoryan 3 Fu Fourier series We saw in previous ectures how the Dirichet and Neumann boundary conditions ead to respectivey sine and cosine Fourier series of the initia
More information6 Wave Equation on an Interval: Separation of Variables
6 Wave Equation on an Interva: Separation of Variabes 6.1 Dirichet Boundary Conditions Ref: Strauss, Chapter 4 We now use the separation of variabes technique to study the wave equation on a finite interva.
More informationThe Hasse Minkowski Theorem Lee Dicker University of Minnesota, REU Summer 2001
The Hasse Minkowski Theorem Lee Dicker University of Minnesota, REU Summer 2001 The Hasse-Minkowski Theorem rovides a characterization of the rational quadratic forms. What follows is a roof of the Hasse-Minkowski
More informationarxiv:math/ v2 [math.pr] 6 Mar 2005
ASYMPTOTIC BEHAVIOR OF RANDOM HEAPS arxiv:math/0407286v2 [math.pr] 6 Mar 2005 J. BEN HOUGH Abstract. We consider a random wa W n on the ocay free group or equivaenty a signed random heap) with m generators
More information