AN EASY INTRODUCTION TO THE CIRCLE METHOD
|
|
- Buck Palmer
- 5 years ago
- Views:
Transcription
1 AN EASY INTRODUCTION TO THE CIRCLE METHOD EVAN WARNER Thi talk will try to ketch out oe of the ajor idea involved in the Hardy- Littlewood circle ethod in the context of Waring proble.. Setup Firt, let etablih a general etup. We could trive for ore generality, but thi fraework will allow u to dicu any of the proble that fall under the purview of the circle ethod. Let A be a ubet of the natural nuber N (here conidered o a to exclude zero), and et r(n;, A) : #{way to write n a a u of eleent of A}. Many iportant proble can be phraed in ter of thee function. For exaple, let A {2, 3, 5, 7,...} be the et of prie nuber. Then ternary Goldbach conjecture r(n; 3, A) > for all n odd and greater than 5 and binary Goldbach conjecture r(n; 2, A) > for all n even and greater than 2. A another exaple, let A {, 2 k, 3 k, 4 k,...} be the et of kth power, where k i an integer 2. Then, being deliberately vague, Waring proble knowledge of r(n;, A). There are other proble that can be attacked with the circle ethod but that don t quite fit into our fraework here; for exaple, deterining ayptotic of the partition function p(n) or proving theore about all gap in prie. For thi talk, we ll concentrate on Waring proble, a it i of oderate difficulty and illutrate oe baic idea nicely. There will be no effort at coplete proof. 2. Background on Waring proble Fix an integer k 2 for the reainder of the talk. We re intereted in the nuber of way of expreing a poitive integer a a u of kth power. If A i the et of kth power, et r (n) : r(n;, A). Waring original proble wa to prove that for all k, there exit an uch that r (n) > for all n >. Thi proble wa proven by Hilbert in 99, uing idea of Hurwitz that predate the circle ethod. Of coure, refineent iediately preent theelve. What i the inial uch, a quantity uually denoted by g(k)? Forula are now known for g(k), due to variou 2th century atheatician. More interetingly (and ore challengingly), one can ak what i the iniu if we allow finitely any exception in n, a quantity denoted by G(k)? Here I believe the bet known bound i G(k)
2 2 EVAN WARNER k(log k + log log k C log log k/ log k) for oe contant C, due to Wooley. It i conjectured that G(k) hould be approxiately linear in k. Finally, we can ak for ayptotic for r (n). We will exaine thi proble, following Hardy-Littlewood, for ufficiently large in ter of k. Specifically, we will require 2 k + ; the larget range on which the ayptotic we will derive are known to be valid i k 2 (log k + log log k + C) for oe contant C, due to Ford. The conjectured range i the coniderably tronger k Generating function Our firt idea i that generating function are fun and ueful, o let ake a generating function for the characteritic function of our et A. Set F (x) : x a x jk. a A Then we ee iediately that F (x) j x jk j r (n)x n, jut by regrouping ter. Thu F (x) i the generating function for r (n). Now, to pick out the coefficient, we integrate around a circle (hence the nae circle ethod ). Let γ be a counterclockwie circle centered at the origin of radiu r. Totally ignoring convergence iue for the oent, we calculate that 2πi γ F (x) dx xn+ 2πi j n r (j)x j n dx γ j r (j) 2πi γ x i n dx r (n), uing the well-known fact fro baic coplex analyi that 2πi γ x dx i equal to one if and zero otherwie. Thi calculation turn out to be valid when r <. Thu, the proble of finding r (n) turn into the evaluation or etiation F (x) of the integral 2πi x dx. In fact, thi i what Hardy and Littlewood did. n+ γ 4. Generating function à la Vinogradov We are going to do oething lightly different, following a technical refineent due to Vinogradov: intead of uing a power erie generating function and integrating over a circle, we ue a trigonoetric erie and integrate over the line egent [, ]. Set e(x) : e 2πix. Again ignoring convergence iue (thi tie they re ore eriou, a what I going to write down doen t actually ake very uch ene), define f(x) : e(ax) e(j k x). a A j
3 AN EASY INTRODUCTION TO THE CIRCLE METHOD 3 Then, a before, we find that f(x) e(j k x) j r (n)e(nx) i the correponding trigonoetric generating function for r (n). We can eaily calculate f(x) e( nx) dx r (j)e(jx)e( nx) dx j r (j) j r (n), n e(jx)e( nx) dx where we ued that e(jx)e( nx) dx i equal to one if n j and zero otherwie. Now, we introduce in one woop a iplification and a fix to our convergence iue. Let P f P (x) : e(j k x), j where P i a finite poitive integer. Then f P (x) r (n)e(nx), where n r (n) #{olution to x k x k n uch that x i P for each i}. Thi i, of coure, very uch not the function we were looking for. But wait! A long a P n /k we do have r (n) r (n), o in that range f P (x) f(x). So to find ayptotic for r (n) it uffice to calculate f P (x) e( nx) dx for P n /k, and thi integral converge nicely. 5. Splitting up into ajor and inor arc To etiate thi integral well, let think a bit about exponential u. If we have a collection of N rando nuber on the unit circle and add the up, we expect the u to be about N (thi i an intance of the quare root law for rando walk). For ufficiently generic x [, ], the collection of nuber {e(j k x)} j P hould look fairly rando, at leat if P i large enough. So for ufficiently generic x, we expect f P (x) P. Thi can t be true for all x, however. For exaple, f P () P e(i k ) P, i
4 4 EVAN WARNER which in particular how that we can t expect to get anything ueful by bounding the integral by up x f P (). A little experienting how that thi lack of cancellation occur fairly often whenever x i very cloe to a rational nuber with all denoinator not alway, but enough to be worrying. For exaple, if k 2 then we find f P (/2) i actually bounded (excellent cancellation!) but f P (/8) CP for oe nonzero contant C becaue quare are biaed odulo 8: half the tie, they are equal to odulo 8, and a quarter of the tie each they are equal to and 4 odulo 8. Let foralize thi intuition a follow: fix a all δ > (if you prefer a definite value, feel free to take δ /). Define { M a,q x R/Z : x a } q < P k+δ R/Z. Each of thee i a allih interval around the fraction a/q. We let M M a,q. q P δ a q,(a,q) Thi i a union over all M a,q uch that a/q i a fraction in R/Z with all denoinator (copared to P ). We ll call M, a a et, the ajor arc. Thi i the locu on which we expect little cancellation and therefore expect the bulk of the integral to lie. Let [, ] M be the copleent, the inor arc, for which we do expect oe cancellation. Thi etup i ubiquitou in the context of the circle ethod. The goal going forward are the following: Evaluate M f P (x) e( nx) dx, and Show that f P (x) e( nx) dx i all copared to the above. 6. Major arc On the ajor arc, f P (x) i oehow alot contant. Let ake thi precie a follow: let x M a,q and write y x a q. Lea 6.. We have f P (x) q q P e( k a/q) e(yξ k ) dξ + O(P 2δ ). Proof (ketch). Firt, we collect ter i in the ae reidue cla odulo q. If we write i qj +, q, then f P (x) q e( k a/q) P/q The inner u i alot equal to the integral q P j e(yξ k ) dξ e(y(qj + ) k ). by replacing j by a continuou variable η and etting ξ qη+. The error i crudely etiated to be O(P 2δ ) i crudely etiated by calculating the derivative.
5 AN EASY INTRODUCTION TO THE CIRCLE METHOD 5 When we plug in the above lea to the integral over the ajor arc and crudely etiate (the tep are not difficult and alo not enlightening), we get the following reult: f P (x) e( nx) dx P k S(P δ, n)j(p δ ) + O(P k δ ) M for oe δ >, where and S(P δ, n) J(P δ ) q q P δ a (a,q) γ <P δ ( q q e( a/q)) k e( na/q) ( e(γξ k ) dξ) e( γ) dγ. Needle to ay, thi in t particularly pretty. The o-called ingular erie S(P δ, n) i rather tricky; it i eay enough to how that we can replace S(P δ, n) by S(n) : li X S(X, n) with acceptable error, but the convergence of thi u i a bit delicate. Fairly eleentary arguent uffice to how that it converge a long a 2 k + ; in fact, in thi cae it i bounded below (in n) by a contant. We will not dicu thi apect further. The J(P δ ) ter i eaier to deal with. It i eay to how that we can replace it with ( J e(γξ k ) dξ) e( γ) dγ with acceptable error. A fun integration exercie yield J Γ( + /k), Γ(/k) o in total we have f P (x) e( nx) dx S(n)P k J + O(P k δ ) M Γ( + /k) n /k S(n) + O(n /k δ ). Γ(/k) Becaue we expect the integral over the inor arc to be ubued into the error ter, thi i our expected anwer. 7. Minor arc and concluion To etiate the inor arc, we firt do oething crude: f P (x) e( nx) dx f P (x) dx. Reeber, we expect cancellation in f P itelf, o we don t need the help that e( nx) ight provide! Thi i a claical exponential u proble, and we have two claical tool that we black-box (neither i terribly difficult, and neither i the bet poible):
6 6 EVAN WARNER Theore 7. (Weyl). Let f R[X] with deg f k and highet coefficient α. Alo uppoe that there exit integer a and q uch that (a, q), q >, and α a q q 2. Aue that P δ q P k δ and let ɛ >. Then P e(f(i)) k,ɛ P δ/2k +ɛ. i That i, we get a tiny bit of iproveent over the trivial bound (a factor of P δ/2k+ +ɛ better) o long a α i well-approxiated by a fraction with relatively large denoinator ( P δ ), but not too large ( P k δ ). Theore 7.2 (Hua). We have f P (x) 2k dx k,ɛ P 2k k+ɛ. Again, we get a light iproveent over the trivial bound. Both proof (of Weyl inequality and of Hua ) eploy induction (on deg f and k, repectively) and ue Cauchy inequality repeatedly. Now aue 2 k +. On the inor arc, we ue Dirichlet theore on Diophantine approxiation to note that x ha a rational approxiation a q uch that P δ q P k δ and α a q q 2. Therefore we can apply Weyl inequality to yield f P (x) 2k P ( 2k )(+ɛ δ/2 k+). Uing Hua inequality in the third line, we have f P (x) dx f P (x) 2k f P (x) 2k dx P ( 2k )(+ɛ δ/2 k+ ) f P (x) 2k dx P +ɛ δ/2k+ 2 k (+ɛ δ/2 k+) P 2k k+ɛ P k δ for oe δ > n /k δ. Thi i indeed oething that we can ubue under the error ter fro the ajor arc. Therefore, putting everything together, r (n) Γ( + /k) n /k S(n) + O(N /k δ ) Γ(/k) o long a 2 k +. Becaue (a entioned before) the ingular erie i bounded below, we get the expected reult that r (n) a n whenever 2 k +. That i, the nuber of way of writing n a a u of kth-power tend to infinity a n doe, o long a 2 k +.
7 AN EASY INTRODUCTION TO THE CIRCLE METHOD 7 Heuritically, the quantity i the denity of olution to Γ( + /k) n /k Γ(/k) x k x k n where the x i are poitive and real, while S(n) i the ter that take into account congruence between kth power that ake the integer act le regularly than the real. Thi can, of coure, be ade ore precie. 8. Reference Davenport, H., Analytic ethod for Diophantine equation and Diophantine inequalitie, Cabridge (25) Vaughan, R. C. and Wooley, T. D., Waring proble: A urvey, ath.la.uich.edu/~wooley/wp.p
Lecture 9: Shor s Algorithm
Quantum Computation (CMU 8-859BB, Fall 05) Lecture 9: Shor Algorithm October 7, 05 Lecturer: Ryan O Donnell Scribe: Sidhanth Mohanty Overview Let u recall the period finding problem that wa et up a a function
More informationDIFFERENTIAL EQUATIONS
DIFFERENTIAL EQUATIONS Laplace Tranform Paul Dawkin Table of Content Preface... Laplace Tranform... Introduction... The Definition... 5 Laplace Tranform... 9 Invere Laplace Tranform... Step Function...4
More informationChapter 4. The Laplace Transform Method
Chapter 4. The Laplace Tranform Method The Laplace Tranform i a tranformation, meaning that it change a function into a new function. Actually, it i a linear tranformation, becaue it convert a linear combination
More informationAn Exact Solution for the Deflection of a Clamped Rectangular Plate under Uniform Load
Applied Matheatical Science, Vol. 1, 007, no. 3, 19-137 An Exact Solution for the Deflection of a Claped Rectangular Plate under Unifor Load C.E. İrak and İ. Gerdeeli Itanbul Technical Univerity Faculty
More informationRiemann s Functional Equation is Not a Valid Function and Its Implication on the Riemann Hypothesis. Armando M. Evangelista Jr.
Riemann Functional Equation i Not a Valid Function and It Implication on the Riemann Hypothei By Armando M. Evangelita Jr. armando78973@gmail.com On Augut 28, 28 ABSTRACT Riemann functional equation wa
More informationBogoliubov Transformation in Classical Mechanics
Bogoliubov Tranformation in Claical Mechanic Canonical Tranformation Suppoe we have a et of complex canonical variable, {a j }, and would like to conider another et of variable, {b }, b b ({a j }). How
More informationThe Extended Balanced Truncation Algorithm
International Journal of Coputing and Optiization Vol. 3, 2016, no. 1, 71-82 HIKARI Ltd, www.-hikari.co http://dx.doi.org/10.12988/ijco.2016.635 The Extended Balanced Truncation Algorith Cong Huu Nguyen
More information3.185 Problem Set 6. Radiation, Intro to Fluid Flow. Solutions
3.85 Proble Set 6 Radiation, Intro to Fluid Flow Solution. Radiation in Zirconia Phyical Vapor Depoition (5 (a To calculate thi viewfactor, we ll let S be the liquid zicronia dic and S the inner urface
More informationLecture 2 Phys 798S Spring 2016 Steven Anlage. The heart and soul of superconductivity is the Meissner Effect. This feature uniquely distinguishes
ecture Phy 798S Spring 6 Steven Anlage The heart and oul of uperconductivity i the Meiner Effect. Thi feature uniquely ditinguihe uperconductivity fro any other tate of atter. Here we dicu oe iple phenoenological
More informationLaplace Transformation
Univerity of Technology Electromechanical Department Energy Branch Advance Mathematic Laplace Tranformation nd Cla Lecture 6 Page of 7 Laplace Tranformation Definition Suppoe that f(t) i a piecewie continuou
More informationDIFFERENTIAL EQUATIONS Laplace Transforms. Paul Dawkins
DIFFERENTIAL EQUATIONS Laplace Tranform Paul Dawkin Table of Content Preface... Laplace Tranform... Introduction... The Definition... 5 Laplace Tranform... 9 Invere Laplace Tranform... Step Function...
More informationLecture 21. The Lovasz splitting-off lemma Topics in Combinatorial Optimization April 29th, 2004
18.997 Topic in Combinatorial Optimization April 29th, 2004 Lecture 21 Lecturer: Michel X. Goeman Scribe: Mohammad Mahdian 1 The Lovaz plitting-off lemma Lovaz plitting-off lemma tate the following. Theorem
More informationRiemann s Functional Equation is Not Valid and its Implication on the Riemann Hypothesis. Armando M. Evangelista Jr.
Riemann Functional Equation i Not Valid and it Implication on the Riemann Hypothei By Armando M. Evangelita Jr. On November 4, 28 ABSTRACT Riemann functional equation wa formulated by Riemann that uppoedly
More informationc n b n 0. c k 0 x b n < 1 b k b n = 0. } of integers between 0 and b 1 such that x = b k. b k c k c k
1. Exitence Let x (0, 1). Define c k inductively. Suppoe c 1,..., c k 1 are already defined. We let c k be the leat integer uch that x k An eay proof by induction give that and for all k. Therefore c n
More informationLecture 7: Testing Distributions
CSE 5: Sublinear (and Streaming) Algorithm Spring 014 Lecture 7: Teting Ditribution April 1, 014 Lecturer: Paul Beame Scribe: Paul Beame 1 Teting Uniformity of Ditribution We return today to property teting
More informationLINEAR ALGEBRA METHOD IN COMBINATORICS. Theorem 1.1 (Oddtown theorem). In a town of n citizens, no more than n clubs can be formed under the rules
LINEAR ALGEBRA METHOD IN COMBINATORICS 1 Warming-up example Theorem 11 (Oddtown theorem) In a town of n citizen, no more tha club can be formed under the rule each club have an odd number of member each
More informationScale Efficiency in DEA and DEA-R with Weight Restrictions
Available online at http://ijdea.rbiau.ac.ir Int. J. Data Envelopent Analyi (ISSN 2345-458X) Vol.2, No.2, Year 2014 Article ID IJDEA-00226, 5 page Reearch Article International Journal of Data Envelopent
More informationConservation of Energy
Add Iportant Conervation of Energy Page: 340 Note/Cue Here NGSS Standard: HS-PS3- Conervation of Energy MA Curriculu Fraework (006):.,.,.3 AP Phyic Learning Objective: 3.E.., 3.E.., 3.E..3, 3.E..4, 4.C..,
More informationSingular perturbation theory
Singular perturbation theory Marc R. Rouel June 21, 2004 1 Introduction When we apply the teady-tate approximation (SSA) in chemical kinetic, we typically argue that ome of the intermediate are highly
More informationUnbounded solutions of second order discrete BVPs on infinite intervals
Available online at www.tjna.com J. Nonlinear Sci. Appl. 9 206), 357 369 Reearch Article Unbounded olution of econd order dicrete BVP on infinite interval Hairong Lian a,, Jingwu Li a, Ravi P Agarwal b
More informationComputers and Mathematics with Applications. Sharp algebraic periodicity conditions for linear higher order
Computer and Mathematic with Application 64 (2012) 2262 2274 Content lit available at SciVere ScienceDirect Computer and Mathematic with Application journal homepage: wwweleviercom/locate/camwa Sharp algebraic
More informationDIFFERENTIAL EQUATIONS
Matheatic Reviion Guide Introduction to Differential Equation Page of Author: Mark Kudlowki MK HOME TUITION Matheatic Reviion Guide Level: A-Level Year DIFFERENTIAL EQUATIONS Verion : Date: 3-4-3 Matheatic
More informationElectronic Theses and Dissertations
Eat Tenneee State Univerity Digital Common @ Eat Tenneee State Univerity Electronic Thee and Diertation Student Work 5-208 Vector Partition Jennifer French Eat Tenneee State Univerity Follow thi and additional
More information7.2 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 281
72 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 28 and i 2 Show how Euler formula (page 33) can then be ued to deduce the reult a ( a) 2 b 2 {e at co bt} {e at in bt} b ( a) 2 b 2 5 Under what condition
More informationSocial Studies 201 Notes for November 14, 2003
1 Social Studie 201 Note for November 14, 2003 Etimation of a mean, mall ample ize Section 8.4, p. 501. When a reearcher ha only a mall ample ize available, the central limit theorem doe not apply to the
More informationSource slideplayer.com/fundamentals of Analytical Chemistry, F.J. Holler, S.R.Crouch. Chapter 6: Random Errors in Chemical Analysis
Source lideplayer.com/fundamental of Analytical Chemitry, F.J. Holler, S.R.Crouch Chapter 6: Random Error in Chemical Analyi Random error are preent in every meaurement no matter how careful the experimenter.
More informationON THE APPROXIMATION ERROR IN HIGH DIMENSIONAL MODEL REPRESENTATION. Xiaoqun Wang
Proceeding of the 2008 Winter Simulation Conference S. J. Maon, R. R. Hill, L. Mönch, O. Roe, T. Jefferon, J. W. Fowler ed. ON THE APPROXIMATION ERROR IN HIGH DIMENSIONAL MODEL REPRESENTATION Xiaoqun Wang
More information24P 2, where W (measuring tape weight per meter) = 0.32 N m
Ue of a 1W Laer to Verify the Speed of Light David M Verillion PHYS 375 North Carolina Agricultural and Technical State Univerity February 3, 2018 Abtract The lab wa et up to verify the accepted value
More informationIEOR 3106: Fall 2013, Professor Whitt Topics for Discussion: Tuesday, November 19 Alternating Renewal Processes and The Renewal Equation
IEOR 316: Fall 213, Profeor Whitt Topic for Dicuion: Tueday, November 19 Alternating Renewal Procee and The Renewal Equation 1 Alternating Renewal Procee An alternating renewal proce alternate between
More informationAutomatic Control Systems. Part III: Root Locus Technique
www.pdhcenter.com PDH Coure E40 www.pdhonline.org Automatic Control Sytem Part III: Root Locu Technique By Shih-Min Hu, Ph.D., P.E. Page of 30 www.pdhcenter.com PDH Coure E40 www.pdhonline.org VI. Root
More informationLecture 17: Analytic Functions and Integrals (See Chapter 14 in Boas)
Lecture 7: Analytic Function and Integral (See Chapter 4 in Boa) Thi i a good point to take a brief detour and expand on our previou dicuion of complex variable and complex function of complex variable.
More informationPractice Midterm #1 Solutions. Physics 6A
Practice Midter # Solution Phyic 6A . You drie your car at a peed of 4 k/ for hour, then low down to k/ for the next k. How far did you drie, and what wa your aerage peed? We can draw a iple diagra with
More informationThe Laplace Transform (Intro)
4 The Laplace Tranform (Intro) The Laplace tranform i a mathematical tool baed on integration that ha a number of application It particular, it can implify the olving of many differential equation We will
More informationCryptography and Security Final Exam
Cryptography and Security Final Exa Solution Serge Vaudenay 17.1.2017 duration: 3h no docuent allowed, except one 2-ided heet of handwritten note a pocket calculator i allowed counication device are not
More informationLecture 3. January 9, 2018
Lecture 3 January 9, 208 Some complex analyi Although you might have never taken a complex analyi coure, you perhap till know what a complex number i. It i a number of the form z = x + iy, where x and
More informationLecture 8: Period Finding: Simon s Problem over Z N
Quantum Computation (CMU 8-859BB, Fall 205) Lecture 8: Period Finding: Simon Problem over Z October 5, 205 Lecturer: John Wright Scribe: icola Rech Problem A mentioned previouly, period finding i a rephraing
More informationLecture 17: Frequency Response of Amplifiers
ecture 7: Frequency epone of Aplifier Gu-Yeon Wei Diiion of Engineering and Applied Science Harard Unierity guyeon@eec.harard.edu Wei Oeriew eading S&S: Chapter 7 Ski ection ince otly decribed uing BJT
More informationarxiv: v1 [math.nt] 14 Sep 2014
ROTATION REMAINDERS P. JAMESON GRABER, WASHINGTON AND LEE UNIVERSITY 08 arxiv:1409.411v1 [ath.nt] 14 Sep 014 Abstract. We study properties of an array of nubers, called the triangle, in which each row
More informationManprit Kaur and Arun Kumar
CUBIC X-SPLINE INTERPOLATORY FUNCTIONS Manprit Kaur and Arun Kumar manpreet2410@gmail.com, arun04@rediffmail.com Department of Mathematic and Computer Science, R. D. Univerity, Jabalpur, INDIA. Abtract:
More informationAvoiding Forbidden Submatrices by Row Deletions
Avoiding Forbidden Submatrice by Row Deletion Sebatian Wernicke, Jochen Alber, Jen Gramm, Jiong Guo, and Rolf Niedermeier Wilhelm-Schickard-Intitut für Informatik, niverität Tübingen, Sand 13, D-72076
More informationConvergence of a Fixed-Point Minimum Error Entropy Algorithm
Entropy 05, 7, 5549-5560; doi:0.3390/e7085549 Article OPE ACCESS entropy ISS 099-4300 www.dpi.co/journal/entropy Convergence of a Fixed-Point Miniu Error Entropy Algorith Yu Zhang, Badong Chen, *, Xi Liu,
More informationSocial Studies 201 Notes for March 18, 2005
1 Social Studie 201 Note for March 18, 2005 Etimation of a mean, mall ample ize Section 8.4, p. 501. When a reearcher ha only a mall ample ize available, the central limit theorem doe not apply to the
More information1. Preliminaries. In [8] the following odd looking integral evaluation is obtained.
June, 5. Revied Augut 8th, 5. VA DER POL EXPASIOS OF L-SERIES David Borwein* and Jonathan Borwein Abtract. We provide concie erie repreentation for variou L-erie integral. Different technique are needed
More informationDimensional Analysis A Tool for Guiding Mathematical Calculations
Dimenional Analyi A Tool for Guiding Mathematical Calculation Dougla A. Kerr Iue 1 February 6, 2010 ABSTRACT AND INTRODUCTION In converting quantitie from one unit to another, we may know the applicable
More information4 Conservation of Momentum
hapter 4 oneration of oentu 4 oneration of oentu A coon itake inoling coneration of oentu crop up in the cae of totally inelatic colliion of two object, the kind of colliion in which the two colliding
More informations s 1 s = m s 2 = 0; Δt = 1.75s; a =? mi hr
Flipping Phyic Lecture Note: Introduction to Acceleration with Priu Brake Slaing Exaple Proble a Δv a Δv v f v i & a t f t i Acceleration: & flip the guy and ultiply! Acceleration, jut like Diplaceent
More informationThe Weierstrass Approximation Theorem
36 The Weierstrass Approxiation Theore Recall that the fundaental idea underlying the construction of the real nubers is approxiation by the sipler rational nubers. Firstly, nubers are often deterined
More informationProblem Set 8 Solutions
Deign and Analyi of Algorithm April 29, 2015 Maachuett Intitute of Technology 6.046J/18.410J Prof. Erik Demaine, Srini Devada, and Nancy Lynch Problem Set 8 Solution Problem Set 8 Solution Thi problem
More informationLecture 15 - Current. A Puzzle... Advanced Section: Image Charge for Spheres. Image Charge for a Grounded Spherical Shell
Lecture 15 - Current Puzzle... Suppoe an infinite grounded conducting plane lie at z = 0. charge q i located at a height h above the conducting plane. Show in three different way that the potential below
More informationA First Digit Theorem for Square-Free Integer Powers
Pure Matheatical Science, Vol. 3, 014, no. 3, 19-139 HIKARI Ltd, www.-hikari.co http://dx.doi.org/10.1988/p.014.4615 A Firt Digit Theore or Square-Free Integer Power Werner Hürliann Feldtrae 145, CH-8004
More informationarxiv: v1 [math.co] 31 Mar 2018
DIFFERENT CLASSES OF BINARY NECKLACES AND A COMBINATORIAL METHOD FOR THEIR ENUMERATIONS arxiv:1804.00992v1 [ath.co] 31 Mar 2018 ROMEO MEŠTROVIĆ Abtract. In thi paper we invetigate enueration of oe clae
More information3.8 Three Types of Convergence
3.8 Three Types of Convergence 3.8 Three Types of Convergence 93 Suppose that we are given a sequence functions {f k } k N on a set X and another function f on X. What does it ean for f k to converge to
More information1. The F-test for Equality of Two Variances
. The F-tet for Equality of Two Variance Previouly we've learned how to tet whether two population mean are equal, uing data from two independent ample. We can alo tet whether two population variance are
More informationA1. Find all ordered pairs (a, b) of positive integers for which 1 a + 1 b = 3
A. Find all ordered pairs a, b) of positive integers for which a + b = 3 08. Answer. The six ordered pairs are 009, 08), 08, 009), 009 337, 674) = 35043, 674), 009 346, 673) = 3584, 673), 674, 009 337)
More informationCodes Correcting Two Deletions
1 Code Correcting Two Deletion Ryan Gabry and Frederic Sala Spawar Sytem Center Univerity of California, Lo Angele ryan.gabry@navy.mil fredala@ucla.edu Abtract In thi work, we invetigate the problem of
More informationControl Systems Analysis and Design by the Root-Locus Method
6 Control Sytem Analyi and Deign by the Root-Locu Method 6 1 INTRODUCTION The baic characteritic of the tranient repone of a cloed-loop ytem i cloely related to the location of the cloed-loop pole. If
More informationTHE BICYCLE RACE ALBERT SCHUELLER
THE BICYCLE RACE ALBERT SCHUELLER. INTRODUCTION We will conider the ituation of a cyclit paing a refrehent tation in a bicycle race and the relative poition of the cyclit and her chaing upport car. The
More informationConstant Force: Projectile Motion
Contant Force: Projectile Motion Abtract In thi lab, you will launch an object with a pecific initial velocity (magnitude and direction) and determine the angle at which the range i a maximum. Other tak,
More informationTopic 7 Fuzzy expert systems: Fuzzy inference
Topic 7 Fuzzy expert yte: Fuzzy inference adani fuzzy inference ugeno fuzzy inference Cae tudy uary Fuzzy inference The ot coonly ued fuzzy inference technique i the o-called adani ethod. In 975, Profeor
More informationCS 170: Midterm Exam II University of California at Berkeley Department of Electrical Engineering and Computer Sciences Computer Science Division
1 1 April 000 Demmel / Shewchuk CS 170: Midterm Exam II Univerity of California at Berkeley Department of Electrical Engineering and Computer Science Computer Science Diviion hi i a cloed book, cloed calculator,
More informationMulticolor Sunflowers
Multicolor Sunflower Dhruv Mubayi Lujia Wang October 19, 2017 Abtract A unflower i a collection of ditinct et uch that the interection of any two of them i the ame a the common interection C of all of
More informationSOLUTIONS TO ALGEBRAIC GEOMETRY AND ARITHMETIC CURVES BY QING LIU. I will collect my solutions to some of the exercises in this book in this document.
SOLUTIONS TO ALGEBRAIC GEOMETRY AND ARITHMETIC CURVES BY QING LIU CİHAN BAHRAN I will collect my olution to ome of the exercie in thi book in thi document. Section 2.1 1. Let A = k[[t ]] be the ring of
More informationEC381/MN308 Probability and Some Statistics. Lecture 7 - Outline. Chapter Cumulative Distribution Function (CDF) Continuous Random Variables
EC38/MN38 Probability and Some Statitic Yanni Pachalidi yannip@bu.edu, http://ionia.bu.edu/ Lecture 7 - Outline. Continuou Random Variable Dept. of Manufacturing Engineering Dept. of Electrical and Computer
More informationRanking DEA Efficient Units with the Most Compromising Common Weights
The Sixth International Sypoiu on Operation Reearch and It Application ISORA 06 Xiniang, China, Augut 8 12, 2006 Copyright 2006 ORSC & APORC pp. 219 234 Ranking DEA Efficient Unit with the Mot Coproiing
More informationSection J8b: FET Low Frequency Response
ection J8b: FET ow Frequency epone In thi ection of our tudie, we re o to reiit the baic FET aplifier confiuration but with an additional twit The baic confiuration are the ae a we etiated ection J6 of
More informationWaring s problem, the declining exchange rate between small powers, and the story of 13,792
Waring s problem, the declining exchange rate between small powers, and the story of 13,792 Trevor D. Wooley University of Bristol Bristol 19/11/2007 Supported in part by a Royal Society Wolfson Research
More informationON A CERTAIN FAMILY OF QUARTIC THUE EQUATIONS WITH THREE PARAMETERS
ON A CERTAIN FAMILY OF QUARTIC THUE EQUATIONS WITH THREE PARAMETERS VOLKER ZIEGLER Abtract We conider the parameterized Thue equation X X 3 Y (ab + (a + bx Y abxy 3 + a b Y = ±1, where a, b 1 Z uch that
More informationList Coloring Graphs
Lit Coloring Graph February 6, 004 LIST COLORINGS AND CHOICE NUMBER Thomaen Long Grotzch girth 5 verion Thomaen Long Let G be a connected planar graph of girth at leat 5. Let A be a et of vertice in G
More informationTP A.30 The effect of cue tip offset, cue weight, and cue speed on cue ball speed and spin
technical proof TP A.30 The effect of cue tip offet, cue weight, and cue peed on cue all peed and pin technical proof upporting: The Illutrated Principle of Pool and Billiard http://illiard.colotate.edu
More informationAssignment for Mathematics for Economists Fall 2016
Due date: Mon. Nov. 1. Reading: CSZ, Ch. 5, Ch. 8.1 Aignment for Mathematic for Economit Fall 016 We now turn to finihing our coverage of concavity/convexity. There are two part: Jenen inequality for concave/convex
More informationLecture 21. Interior Point Methods Setup and Algorithm
Lecture 21 Interior Point Methods In 1984, Kararkar introduced a new weakly polynoial tie algorith for solving LPs [Kar84a], [Kar84b]. His algorith was theoretically faster than the ellipsoid ethod and
More informationHyperbolic Partial Differential Equations
Hyperbolic Partial Differential Equation Evolution equation aociated with irreverible phyical procee like diffuion heat conduction lead to parabolic partial differential equation. When the equation i a
More information4.5 Evaporation and Diffusion Evaporation and Diffusion through Quiescent Air (page 286) bulk motion of air and j. y a,2, y j,2 or P a,2, P j,2
4.5 Evaporation and Diffuion 4.5.4 Evaporation and Diffuion through Quiecent Air (page 86) z bul otion of air and j z diffuion of air (a) diffuion of containant (j) y a,, y j, or P a,, P j, z 1 volatile
More informationRaneNote BESSEL FILTER CROSSOVER
RaneNote BESSEL FILTER CROSSOVER A Beel Filter Croover, and It Relation to Other Croover Beel Function Phae Shift Group Delay Beel, 3dB Down Introduction One of the way that a croover may be contructed
More informationMath 201 Lecture 17: Discontinuous and Periodic Functions
Math 2 Lecture 7: Dicontinuou and Periodic Function Feb. 5, 22 Many example here are taken from the textbook. he firt number in () refer to the problem number in the UA Cutom edition, the econd number
More informationThe machines in the exercise work as follows:
Tik-79.148 Spring 2001 Introduction to Theoretical Computer Science Tutorial 9 Solution to Demontration Exercie 4. Contructing a complex Turing machine can be very laboriou. With the help of machine chema
More informationON A CERTAIN FAMILY OF QUARTIC THUE EQUATIONS WITH THREE PARAMETERS. Volker Ziegler Technische Universität Graz, Austria
GLASNIK MATEMATIČKI Vol. 1(61)(006), 9 30 ON A CERTAIN FAMILY OF QUARTIC THUE EQUATIONS WITH THREE PARAMETERS Volker Ziegler Techniche Univerität Graz, Autria Abtract. We conider the parameterized Thue
More informationSECTION x2 x > 0, t > 0, (8.19a)
SECTION 8.5 433 8.5 Application of aplace Tranform to Partial Differential Equation In Section 8.2 and 8.3 we illutrated the effective ue of aplace tranform in olving ordinary differential equation. The
More informationSymmetric Determinantal Representation of Formulas and Weakly Skew Circuits
Contemporary Mathematic Symmetric Determinantal Repreentation of Formula and Weakly Skew Circuit Bruno Grenet, Erich L. Kaltofen, Pacal Koiran, and Natacha Portier Abtract. We deploy algebraic complexity
More informationExercises for lectures 19 Polynomial methods
Exercie for lecture 19 Polynomial method Michael Šebek Automatic control 016 15-4-17 Diviion of polynomial with and without remainder Polynomial form a circle, but not a body. (Circle alo form integer,
More informationThe Secret Life of the ax + b Group
The Secret Life of the ax + b Group Linear function x ax + b are prominent if not ubiquitou in high chool mathematic, beginning in, or now before, Algebra I. In particular, they are prime exhibit in any
More informationUNIT 15 RELIABILITY EVALUATION OF k-out-of-n AND STANDBY SYSTEMS
UNIT 1 RELIABILITY EVALUATION OF k-out-of-n AND STANDBY SYSTEMS Structure 1.1 Introduction Objective 1.2 Redundancy 1.3 Reliability of k-out-of-n Sytem 1.4 Reliability of Standby Sytem 1. Summary 1.6 Solution/Anwer
More informationwhere F (x) (called the Similarity Factor (SF)) denotes the function
italian journal of pure and applied mathematic n. 33 014 15 34) 15 GENERALIZED EXPONENTIAL OPERATORS AND DIFFERENCE EQUATIONS Mohammad Aif 1 Anju Gupta Department of Mathematic Kalindi College Univerity
More information13.2 Fully Polynomial Randomized Approximation Scheme for Permanent of Random 0-1 Matrices
CS71 Randoness & Coputation Spring 018 Instructor: Alistair Sinclair Lecture 13: February 7 Disclaier: These notes have not been subjected to the usual scrutiny accorded to foral publications. They ay
More informationThe Euler-Maclaurin Formula and Sums of Powers
DRAFT VOL 79, NO 1, FEBRUARY 26 1 The Euler-Maclaurin Forula and Sus of Powers Michael Z Spivey University of Puget Sound Tacoa, WA 98416 spivey@upsedu Matheaticians have long been intrigued by the su
More informationMath Skills. Scientific Notation. Uncertainty in Measurements. Appendix A5 SKILLS HANDBOOK
ppendix 5 Scientific Notation It i difficult to work with very large or very mall number when they are written in common decimal notation. Uually it i poible to accommodate uch number by changing the SI
More informationConvex Hulls of Curves Sam Burton
Convex Hull of Curve Sam Burton 1 Introduction Thi paper will primarily be concerned with determining the face of convex hull of curve of the form C = {(t, t a, t b ) t [ 1, 1]}, a < b N in R 3. We hall
More informationPythagorean Triple Updated 08--5 Drlnoordzij@leennoordzijnl wwwleennoordzijme Content A Roadmap for generating Pythagorean Triple Pythagorean Triple 3 Dicuion Concluion 5 A Roadmap for generating Pythagorean
More informationLECTURE 12: LAPLACE TRANSFORM
LECTURE 12: LAPLACE TRANSFORM 1. Definition and Quetion The definition of the Laplace tranform could hardly be impler: For an appropriate function f(t), the Laplace tranform of f(t) i a function F () which
More informationMulticast Network Coding and Field Sizes
Multicat Network Coding and Field Size Qifu (Tyler) Sun, Xunrui Yin, Zongpeng Li, and Keping Long Intitute of Advanced Networking Technology and New Service, Univerity of Science and Technology Beijing,
More informationMODERN CONTROL SYSTEMS
MODERN CONTROL SYSTEMS Lecture 1 Root Locu Emam Fathy Department of Electrical and Control Engineering email: emfmz@aat.edu http://www.aat.edu/cv.php?dip_unit=346&er=68525 1 Introduction What i root locu?
More informationBayesian Reliability Estimation of Inverted Exponential Distribution under Progressive Type-II Censored Data
J. Stat. Appl. Pro. 3, No. 3, 317-333 (2014) 317 Journal of Statitic Application & Probability An International Journal http://dx.doi.org/10.12785/jap/030303 Bayeian Reliability Etiation of Inverted Exponential
More informationDemonstration of Riemann Hypothesis
Demontration of Riemann Hypothei Diego arin June 2, 204 Abtract We define an infinite ummation which i proportional to the revere of Riemann Zeta function ζ(). Then we demontrate that uch function can
More informationCOHOMOLOGY AS A LOCAL-TO-GLOBAL BRIDGE
COHOMOLOGY AS A LOCAL-TO-GLOBAL BRIDGE LIVIU I. NICOLAESCU ABSTRACT. I dicu low dimenional incarnation of cohomology and illutrate how baic cohomological principle lead to a proof of Sperner lemma. CONTENTS.
More informationm 0 are described by two-component relativistic equations. Accordingly, the noncharged
Generalized Relativitic Equation of Arbitrary Ma and Spin and Bai Set of Spinor Function for It Solution in Poition, Moentu and Four-Dienional Space Abtract I.I.Gueinov Departent of Phyic, Faculty of Art
More informationA PROOF OF TWO CONJECTURES RELATED TO THE ERDÖS-DEBRUNNER INEQUALITY
Volume 8 2007, Iue 3, Article 68, 3 pp. A PROOF OF TWO CONJECTURES RELATED TO THE ERDÖS-DEBRUNNER INEQUALITY C. L. FRENZEN, E. J. IONASCU, AND P. STĂNICĂ DEPARTMENT OF APPLIED MATHEMATICS NAVAL POSTGRADUATE
More informationPHYSICS 211 MIDTERM II 12 May 2004
PHYSIS IDTER II ay 004 Exa i cloed boo, cloed note. Ue only your forula heet. Write all wor and anwer in exa boolet. The bac of page will not be graded unle you o requet on the front of the page. Show
More informationOSCILLATIONS OF A CLASS OF EQUATIONS AND INEQUALITIES OF FOURTH ORDER * Zornitza A. Petrova
МАТЕМАТИКА И МАТЕМАТИЧЕСКО ОБРАЗОВАНИЕ, 2006 MATHEMATICS AND EDUCATION IN MATHEMATICS, 2006 Proceeding of the Thirty Fifth Spring Conference of the Union of Bulgarian Mathematician Borovet, April 5 8,
More informationLecture 10 Filtering: Applied Concepts
Lecture Filtering: Applied Concept In the previou two lecture, you have learned about finite-impule-repone (FIR) and infinite-impule-repone (IIR) filter. In thee lecture, we introduced the concept of filtering
More informationEE Control Systems LECTURE 14
Updated: Tueday, March 3, 999 EE 434 - Control Sytem LECTURE 4 Copyright FL Lewi 999 All right reerved ROOT LOCUS DESIGN TECHNIQUE Suppoe the cloed-loop tranfer function depend on a deign parameter k We
More information