On Two Exponents of Approximation Related to a Real Number and Its Square

Size: px
Start display at page:

Download "On Two Exponents of Approximation Related to a Real Number and Its Square"

Transcription

1 Canad. J. Math. Vol. 59 (1), 2007 pp On Two Exponents of Approxmaton Related to a Real Number and Its Square Damen Roy Abstract. For each real number ξ, let λ 2 (ξ) denote the supremum of all real numbers λ such that, for each suffcently large X, the nequaltes x 0 X, x 0 ξ x 1 X λ and x 0 ξ 2 x 2 X λ admt a soluton n ntegers x 0, x 1 and x 2 not all zero, and let ω 2 (ξ) denote the supremum of all real numbers ω such that, for each suffcently large X, the dual nequaltes x 0 + x 1 ξ + x 2 ξ 2 X ω, x 1 X and x 2 X admt a soluton n ntegers x 0, x 1 and x 2 not all zero. Answerng a queston of Y. Bugeaud and M. Laurent, we show that the exponents λ 2 (ξ) where ξ ranges through all real numbers wth [Q(ξ) : Q] > 2 form a dense subset of the nterval [1/2, ( 5 1)/2] whle, for the same values of ξ, the dual exponents ω 2 (ξ) form a dense subset of [2, ( 5 + 3)/2]. Part of the proof rests on a result of V. Jarník showng that λ 2 (ξ) = 1 ω 2 (ξ) 1 for any real number ξ wth [Q(ξ) : Q] > 2. 1 Introducton Let ξ and η be real numbers. Followng the notaton of Y. Bugeaud and M. Laurent [3], we defne λ(ξ, η) to be the supremum of all real numbers λ such that the nequaltes x 0 X, x 0 ξ x 1 X λ and x 0 η x 2 X λ admt a non-zero nteger soluton (x 0, x 1, x 2 ) Z 3 for each suffcently large value of X. Smlarly, we defne ω(ξ, η) to be the supremum of all real numbers ω such that the nequaltes x 0 + x 1 ξ + x 2 η X ω, x 1 X and x 2 X admt a non-zero soluton (x 0, x 1, x 2 ) Z 3 for each suffcently large value of X. An applcaton of Drchlet box prncple shows that we have 1/2 λ(ξ, η) and 2 ω(ξ, η). Moreover, n the (non-degenerate) case where 1, ξ and η are lnearly ndependent over Q, a result of V. Jarník, kndly ponted out to the author by Yann Bugeaud, shows that these exponents are related by the formula (1) λ(ξ, η) = 1 1 ω(ξ, η), wth the conventon that the rght-hand sde of ths equalty s 1 f ω(ξ, η) = (see [7, Theorem 1]). Receved by the edtors July 23, 2004; revsed October 12, Work partally supported by NSERC and CICMA AMS subject classfcaton: Prmary: 11J13; secondary: 11J82. c Canadan Mathematcal Socety

2 212 D. Roy In the case where η = ξ 2, we use the shorter notaton λ 2 (ξ) := λ(ξ, ξ 2 ) and ω 2 (ξ) := ω(ξ, ξ 2 ) of [3]. The condton that 1, ξ and ξ 2 are lnearly ndependent over Q smply means that ξ s not an algebrac number of degree at most 2 over Q, a condton whch we also wrte as [Q(ξ):Q] > 2. Under ths condton, t s known that these exponents satsfy (2) 1 2 λ 2 (ξ) 1 γ = and 2 ω 2(ξ) γ 2 = , where γ = (1 + 5)/2 denotes the golden rato. By vrtue of W. M. Schmdt s subspace theorem, the lower bounds n (2) are acheved by any algebrac number ξ of degree at least 3 (see [12, Ch. VI, Corollares 1C, 1E]). They are also acheved by almost all real numbers ξ, wth respect to Lebesgue s measure (see [3, Theorem 2.3]). On the other hand, the upper bounds follow respectvely from [5, Theorem 1a] and from [2]. They are acheved n partcular by the so-called Fbonacc contnued fractons (see [8, 2] or [9, 6]), a specal case of the Sturman contnued fractons of [1]. Now, thanks to Jarník s formula (1), we recognze that each set of nequaltes n (2) can be deduced from the other one. Generalzng the approach of [8], Bugeaud and Laurent have computed the exponents λ 2 (ξ) and ω 2 (ξ) for a general (characterstc) Sturman contnued fracton ξ. They found that, after 1/γ and γ 2, the next largest values of λ 2 (ξ) and ω 2 (ξ) for such numbers ξ are, respectvely, and , and they asked f there exsts any transcendental real number ξ whch satsfes ether 2 2 < λ 2 (ξ) < 1/γ or < ω 2 (ξ) < γ 2 (see [3, 8]). Our man result below shows that such numbers exst. Theorem The ponts ( λ 2 (ξ), ω 2 (ξ)) where ξ runs through all real numbers wth [Q(ξ):Q] > 2 form a dense subset of the curve C = {(1 ω 1, ω) ; 2 ω γ 2 }. Snce ( λ 2 (ξ), ω 2 (ξ)) = (1/2, 2) for any algebrac number ξ of degree at least 3, t follows n partcular that (1/γ, γ 2 ) s an accumulaton pont for the set of ponts ( λ 2 (ξ), ω 2 (ξ)) wth ξ a transcendental real number. Because of Jarník s formula (1), ths theorem s equvalent to ether one of the followng two assertons. Corollary The exponents λ 2 (ξ) attached to transcendental real numbers ξ form a dense subset of the nterval [1/2, 1/γ]. The correspondng dual exponents ω 2 (ξ) form a dense subset of [2, γ 2 ]. The proof s nspred by the constructons of [9, 6] and [11, 5]. We produce countably many real numbers ξ of Fbonacc type (see 7 for a precse defnton) for whch we show that the exponents ω 2 (ξ) are dense n [2, γ 2 ]. By (1), ths mples the theorem. One may then reformulate the queston of Bugeaud and Laurent by askng f there exst transcendental real numbers ξ not of that type whch satsfy ω 2 (ξ) > The work of S. Fschler announced n [6] should shed some lght on ths queston.

3 On Two Exponents of Approxmaton Notaton and Equvalent Defntons of the Exponents We defne the norm of a pont x = (x 0, x 1, x 2 ) R 3 as ts maxmum norm x = max 0 2 x. Gven a second pont y R 3, we denote by x y the standard vector product of x and y, and by x, y ther standard scalar product. Gven a thrd pont z R 3, we also denote by det(x, y, z) the determnant of the 3 3 matrx whose rows are x, y and z. Then we have the well-known relaton det(x, y, z) = x, y z and we get the followng alternatve defnton of the exponents λ(ξ, η) and ω(ξ, η). Lemma 2.1 Let ξ, η R, and let y = (1, ξ, η). Then λ(ξ, η) s the supremum of all real numbers λ such that, for each suffcently large real number X 1, there exsts a pont x Z 3 wth 0 < x X and x y X λ. Smlarly, ω(ξ, η) s the supremum of all real numbers ω such that, for each suffcently large real number X 1, there exsts a pont x Z 3 wth 0 < x X and x, y X ω. In the sequel, we wll need the followng nequaltes. Lemma 2.2 (3) (4) For any x, y, z R 3, we have x, z y x, y z 2 x y z, y x z z x y + 2 x y z. Proof Wrtng y = (y 0, y 1, y 2 ) and z = (z 0, z 1, z 2 ), we fnd x, z y x, y z = max =0,1,2 x, y z z y 2 x y z, whch proves (3). Smlarly, one fnds y x z z x y 2 x y z for = 0, 1, 2, and ths mples (4). For any non-zero pont x of R 3, let [x] denote the pont of P 2 (R) havng x as a set of homogeneous coordnates. Then (4) has a useful nterpretaton n terms of the projectve dstance defned for non-zero ponts x and y of R 3 by dst([x], [y]) = dst(x, y) = x y x y. Indeed, for any trple of non-zero ponts x, y, z R 3, t gves (5) dst([x], [z]) dst([x], [y]) + 2 dst([y], [z]).

4 214 D. Roy 3 Fbonacc Sequences n GL 2 (C) A Fbonacc sequence n a monod s a sequence (w ) 0 of elements of that monod such that w +2 = w +1 w for each ndex 0. Clearly, such a sequence s entrely determned by ts frst two elements w 0 and w 1. We start wth the followng observaton. Proposton 3.1 There exsts a non-empty Zarsk open subset U of GL 2 (C) 2 wth the followng property. For each Fbonacc sequence (w ) 0 wth (w 0, w 1 ) U, there exsts N GL 2 (C) such that the matrx (6) y = { w N w t N f s even, f s odd, s symmetrc for each 0. Any matrx N GL 2 (C) such that w 0 N, w 1 t N and w 1 w 0 N are symmetrc satsfes ths property. When w 0 and w 1 have nteger coeffcents, we may take N wth nteger coeffcents. Proof Let (w ) 0 be a Fbonacc sequence n GL 2 (C) and let N GL 2 (C). Defnng y by (6) for each 0, we fnd y +3 = y t +1 Sy Sy +1 wth S = N 1 f s even and S = t N 1 f s odd. Thus, y s symmetrc for each 0 f and only f t s so for = 0, 1, 2. Now, for any gven pont (w 0, w 1 ) GL 2 (C) 2, the condtons that w 0 N, w t 1 N and w 1 w 0 N are symmetrc represent a system of three lnear equatons n the four unknown coeffcents of N. Let V be the Zarsk open subset of GL 2 (C) 2 consstng of all ponts (w 0, w 1 ) for whch ths lnear system has rank 3. Then, for each (w 0, w 1 ) V, the 3 3 mnors of ths lnear system convenently arranged nto a 2 2 matrx provde a non-zero soluton N of the system, whose coeffcents are polynomals n those of w 0 and w 1 wth nteger coeffcents. Then the condton det(n) 0 n turn determnes a Zarsk open subset U of V. To conclude, we note that U s not empty as a short computaton shows that t contans the pont formed by w 0 = ( ) and w 1 = ( ) Defnton 3.2 Let M = Mat 2 2 (Z) GL 2 (C) denote the monod of 2 2 nteger matrces wth non-zero determnant. We say that a Fbonacc sequence (w ) 0 n M s admssble f there exsts a matrx N M such that the sequence (y ) 0 gven by (6) conssts of symmetrc matrces. Snce M s Zarsk dense n GL 2 (C), Proposton 3.1 shows that almost all Fbonacc sequences n M are admssble. The followng example s an llustraton of ths. Example 3.3 Fx ntegers a, b, c wth a 2 and c b 1, and defne w 0 = ( ) ( ) 1 b 1 c, w a a(b + 1) 1 = a a(c + 1)

5 On Two Exponents of Approxmaton 215 and ( ) 1 + a(b + 1)(c + 1) a(b + 1) N =. a(c + 1) a These matrces belong to M snce det(w 0 ) = det(w 1 ) = a and det(n) = a. Moreover, one fnds that and w 0 N = ( ) 1 + a(c + 1) a, w a 0 t 1 N = w 1 w 0 N = ( ) 1 + a a a a 2 ( 1 + a(b + 1) ) a a 0 are symmetrc matrces. Therefore, the Fbonacc sequence (w ) 0 constructed on w 0 and w 1 s admssble wth an assocated sequence of symmetrc matrces (y ) 0 gven by (6), the frst three matrces of ths sequence beng the above products y 0 = w 0 N, y 1 = w 1 t N and y 2 = w 1 w 0 N. 4 Fbonacc Sequences of 2 2 Integer Matrces In the sequel, we dentfy R 3 (resp., Z 3 ) wth the space of 2 2 symmetrc matrces wth real (resp., nteger) coeffcents under the map x = (x 0, x 1, x 2 ) ( ) x0 x 1. x 1 x 2 Accordngly, t makes sense to defne the determnant of a pont x = (x 0, x 1, x 2 ) of R 3 by det(x) = x 0 x 2 x 2 1. Smlarly, gven symmetrc matrces x, y and z, we wrte x y, x, y and det(x, y, z) to denote respectvely the vector product, scalar product and determnant of the correspondng ponts. In ths secton we look at arthmetc propertes of admssble Fbonacc sequences n the monod M of Defnton 3.2. For ths purpose, we defne the content of an nteger matrx w Mat 2 2 (Z) or of a pont y Z 3 as the greatest common dvsor of ther coeffcents. We say that such a matrx or pont s prmtve f ts content s 1. Proposton 4.1 Let (w ) 0 be an admssble Fbonacc sequence of matrces n M and let (y ) 0 be a correspondng sequence of symmetrc matrces n M. For each 0, defne z = det(w ) 1 y y +1. Then, for each 0, we have (a) tr(w +3 ) = tr(w +1 ) tr(w +2 ) det(w +1 ) tr(w ), (b) y +3 = tr(w +1 )y +2 det(w +1 )y, (c) z +3 = tr(w +1 )z +1 + det(w )z, (d) det(y, y +1, y +2 ) = ( 1) det(y 0, y 1, y 2 ) det(w 2 ) 1 det(w +2 ), (e) z z +1 = ( 1) det(y 0, y 1, y 2 ) det(w 2 ) 1 y +1. Proof For each ndex 0, let N denote the element of M for whch y = w N. Accordng to (6), we have N = N f s even and N = t N f s odd. We frst prove

6 216 D. Roy (b) followng the argument of the proof of [10, Lemma 2.5()]. Multplyng both sdes of the equalty w +2 = w +1 w on the rght by N +2 = N, we fnd (7) y +2 = w +1 y, whch can be rewrtten as y +2 = y +1 N 1 +1 y. Takng the transpose of both sdes, ths gves y +2 = y N 1 y +1 = w y +1. Replacng by + 1 n the latter dentty and combnng t wth (7), we get (8) y +3 = w +1 y +2 = w 2 +1y. Then (b) follows from (7) and (8), usng the fact that, by the Cayley Hamlton theorem, we have w 2 +1 = tr(w +1)w +1 det(w +1 )I. Multplyng both sdes of (b) on the rght by N 1 and takng the trace, we deduce that tr(y +3 N 1 ) = tr(w +1 ) tr(w +2 ) det(w +1 ) tr(w ). Ths gves (a) because tr(y +3 N 1 ) = tr( t y t +3 N 1 ) = tr(w +3 ). Takng the exteror product of both sdes of (b) wth y +1, we also fnd y +1 y +3 = tr(w +1 ) det(w +1 )z +1 + det(w +1 ) det(w )z. Smlarly, replacng by + 1 n (b) and takng the exteror product wth y +3 gves det(w +3 )z +3 = det(w +2 )y +1 y +3. Then (c) follows upon notng that det(w +3 ) = det(w +2 ) det(w +1 ). The formula (d) s clearly true for = 0. If we assume that t holds for some nteger 0, then usng the formula for y +3 gven by (b) and takng nto account the multlnearty of the determnant we fnd det(y +1, y +2, y +3 ) = det(w +1 ) det(y, y +1, y +2 ) = ( 1) +1 det(y 0, y 1, y 2 ) det(w +3) det(w 2 ). Ths proves (d) by nducton on. Then (e) follows snce, for any x, y, z Z 3, we have (x y) (y z) = det(x, y, z) y whch, n the present case, gves z z +1 = det(w +2 ) 1 det(y, y +1, y +2 ) y +1. Corollary 4.2 The notaton beng as n the proposton, assume that tr(w ) and det(w ) are relatvely prme for = 0, 1, 2, 3 and that det(y 0, y 1, y 2 ) 0. Then for each 0, (a) the ponts y, y +1, y +2 are lnearly ndependent, (b) tr(w ) and det(w ) are relatvely prme, (c) the matrx w s prmtve,

7 On Two Exponents of Approxmaton 217 (d) the content of y dvdes det(y 2 )/ det(w 2 ), (e) the pont det(w 2 ) z belongs to Z 3 and ts content dvdes det(y 2 ) det(y 0, y 1, y 2 ). Proof The asserton (a) follows from Proposton 4.1(d). Snce (b) holds by hypothess for = 0, 1, 2, 3, and snce det(w 2 ) and det(w ) have the same prme factors for each 2, the asserton (b) follows, by nducton on, from the fact that Proposton 4.1(a) gves tr(w +1 ) tr(w ) tr(w 1 ) modulo det(w 2 ) for each 3. Then (c) follows snce the content of w dvdes both tr(w ) and det(w ). Let N M such that y 2 = w 2 N. For each, we have y = w N where N = N f s even and N = t N f s odd. Ths gves y Adj(N ) = det(n)w where Adj(N ) M denotes the adjont of N. Thus, by (c), the content of y dvdes det(n) = det(y 2 )/ det(w 2 ), as clamed n (d). The fact that det(w 2 ) z belongs to Z 3 s clear for = 0, 1, 2 because det(w 0 ) and det(w 1 ) dvde det(w 2 ). Then Proposton 4.1(c) shows, by nducton on, that det(w 2 ) z Z 3 for each 0. Moreover, the content of that pont dvdes that of det(w 2 ) 2 z z +1 whch, by (d) and Proposton 4.1(e), dvdes det(y 0, y 1, y 2 ) det(y 2 ). Ths proves (e). Example 4.3 Let (w ) 0, N and (y ) 0 be as n Example 3.3. Snce w 0, w 1 and N are congruent to matrces of the form ( ) ±1 0 0 modulo a and have determnant ±a, all matrces w and y are congruent to matrces of the same form modulo a and ther determnant s, up to sgn, a power of a. Thus these matrces have relatvely prme trace and determnant, and so are prmtve for each 0. Snce det(y 0, y 1, y 2 ) = a 4 (c b), Proposton 4.1(e) shows that the ponts z = det(w ) 1 y y +1 satsfy z z +1 = ( 1) a 2 (c b)y +1 for each 0. Moreover, we fnd that a 1 z 0 = (0, 0, b c), a 1 z 1 = (a, 1 + a(b + 1), b) and a 1 z 2 = (a, 1 + a(c + 1), c) are nteger ponts. Then Proposton 4.1(c) shows, by nducton on, that a 1 z Z 3 for each 0. In partcular, f c = b + 1, we deduce from the relaton a 1 z a 1 z +1 = ±y +1 that a 1 z s a prmtve nteger pont for each 0. 5 Growth Estmates Defne the norm of a 2 2 matrx w = (w k,l ) Mat 2 2 (R) as the largest absolute value of ts coeffcents w = max 1 k,l 2 w k,l, and defne γ = (1 + 5)/2 as n the ntroducton. In ths secton, we provde growth estmates for the norm and determnant of elements of certan Fbonacc sequences n GL 2 (R). We frst establsh two basc lemmas. Lemma 5.1 Let w 0, w 1 GL 2 (R). Suppose that, for = 0, 1, the matrx w s of the form ( ) a b c d wth 1 a mn{b, c} and max{b, c} d. Then all matrces of the Fbonacc sequence (w ) 0 constructed on w 0 and w 1 have ths form and for each 0, they satsfy (9) w w +1 < w +2 2 w w +1.

8 218 D. Roy Proof The frst asserton follows by recurrence on and s left to the reader. It mples that w s equal to the element of ndex (2, 2) of w for each 0. Then (9) follows by observng that, for any 2 2 matrces w = (w k,l ) and w = (w k,l ) wth postve real coeffcents, the product w w = (w k,l ) satsfes w 2,2w 2,2 < w 2,2 2 w w. Lemma 5.2 Let (r ) 0 be a sequence of postve real numbers. Assume that there exst constants c 1, c 2 > 0 such that c 1 r r +1 r +2 c 2 r r +1 for each 0. Then there also exst constants c 3, c 4 > 0 such that c 3 r γ r +1 c 4 r γ for each 0. Proof Defne c 3 = c γ 1 /(cc 2) and c 4 = cc γ 2 /c 1, where c 1 s chosen so that the condton c 3 r +1 /r γ c 4 holds for = 0. Assumng that the same condton holds for some ndex 0, we fnd r +2 r γ +1 c 1 r r 1/γ +1 c 1 c 1/γ 4 = c 1/γ2 c 3 c 3, and smlarly r +2 /r γ +1 c 4. Ths proves the lemma by recurrence on. Proposton 5.3 Let (w ) 0 be a Fbonacc sequence n GL 2 (R). Suppose that there exst real numbers c 1, c 2 > 0 such that (10) c 1 w w +1 w +2 c 2 w w +1 for each 0. Then there exst constants c 3, c 4 > 0 for whch the nequaltes (11) c 3 w γ w +1 c 4 w γ, c 3 det(w ) γ det(w +1 ) c 4 det(w ) γ hold for each 0. Moreover, f there exst α, β 0 such that (12) (c 2 w ) α det(w ) (c 1 w ) β holds for = 0, 1, then ths relaton extends to each 0. Proof The frst asserton of the proposton follows from Lemma 5.2 appled once wth r = w and once wth r = det(w ). To prove the second asserton, assume that for some ndex j 0 the condton (12) holds both wth = j and = j + 1. We fnd det(w j+2 ) = det(w j+1 ) det(w j ) (c 2 w j+1 ) α (c 2 w j ) α (c 2 w j+2 ) α and smlarly det(w j+2 ) (c 1 w j+2 ) β. Therefore, (12) holds wth = j + 2. By recurrence on, ths shows that (12) holds for each 0 f t holds for = 0, 1.

9 On Two Exponents of Approxmaton 219 Example 5.4 Let the notaton be as n Example 3.3. Snce w 0 and w 1 satsfy the hypotheses of Lemma 5.1, the Fbonacc sequence (w ) 0 that they generate fulflls for each 0 the condton (10) of Proposton 5.3 wth c 1 = 1 and c 2 = 2. As det(w 0 ) = det(w 1 ) = a, we also note that for ths choce of c 1 and c 2 the condton (12) holds for = 0, 1 wth α = log a log(2a(c + 1)) and β = log a log(a(b + 1)). Then, for an approprate choce of c 3, c 4 > 0, both (11) and (12) hold for each 0. Moreover, the estmates (9) of Lemma 5.1 mply that the sequence (w ) 0 s unbounded. 6 Constructon of a Real Number Gven sequences of non-negatve real numbers wth general terms a and b, we wrte a b or b a f there exsts a real number c > 0 such that a cb for all suffcently large values of. We wrte a b when a b and b a. Wth ths notaton, we now prove the followng result (cf. [11, 5]). Proposton 6.1 Let (w ) 0 be an admssble Fbonacc sequence n M and let (y ) 0 be a correspondng sequence of symmetrc matrces n M. Assume that (w ) 0 s unbounded and satsfes the condtons (13) w +1 w γ, det(w +1 ) det(w ) γ and det(w ) w β for a real number β wth 0 < β < 2. Vewng each y as a pont n Z 3, assume that det(y 0, y 1, y 2 ) 0 and defne z = (det(w )) 1 y y +1 for each 0. Then we have (14) y w, det(y ) det(w ), z w 1, and there exsts a non-zero pont y of R 3 wth det(y) = 0 such that (15) y y det(w ) w and z, y det(w +1) w +2. If β < 1, the coordnates of such a pont y are lnearly ndependent over Q and we may assume that y = (1, ξ, ξ 2 ) for some real number ξ wth [Q(ξ):Q] > 2. Proof For each 0, let N denote the element of M for whch y = w N. Puttng N = N 0, we have by hypothess N = N when s even and N = t N otherwse. Ths mples that y w and det(y ) det(w ). In the sequel, we wll repeatedly use these relatons as well as the hypothess (13). We clam that we have (16) y y +1 det(w ) w 1.

10 220 D. Roy To prove ths, we defne J = ( ) and note that for each 0 the coeffcents of the dagonal of y Jy +1 concde wth the frst and thrd coeffcents of y y +1 whle the sum of the coeffcents of y Jy +1 outsde of the dagonal s the mddle coeffcent of y y +1 multpled by 1. Ths gves (17) y y +1 2 y Jy +1. Snce y +1 = y N 1 y 1 and snce x Jx = det(x) J for any symmetrc matrx x, we also fnd that y Jy +1 = det(y ) JN 1 y 1 and therefore y Jy +1 det(w ) w 1. Combnng ths wth (17) proves our clam (16), whch can also be wrtten n the form (18) z w 1. As y w and y +1 w γ, the estmate (16) shows, n the notaton of 2, that (19) dst([y ], [y +1 ]) cδ, where δ = det(w ) w 2 and where c s some postve constant whch does not depend on. Snce by hypothess we have det(w ) w β wth β < 2, we fnd that lm δ = 0. Snce moreover, we have δ +1 δ γ, we deduce that there exsts an ndex 0 1 such that δ +1 δ /4 for each 0. Then, usng (5), we deduce that j 1 (20) dst([y ], [y j ]) 2 k dst([y k ], [y k+1 ]) c 2 k δ k 2cδ k= for each choce of and j wth 0 < j. Thus the sequence ([y ]) 0 converges n P 2 (R) to a pont [y] for some non-zero y R 3. Snce the rato det(y ) / y 2 depends only on the class [y ] of y n P 2 (R) and tends to 0 lke δ as, we deduce by contnuty that det(y) / y 2 = 0 and thus that det(y) = 0. By contnuty, (20) also leads to dst([y ], [y]) 2cδ for each 0, and so (21) y y det(w ) w. Applyng (3) together wth the above estmates (18) and (21), we fnd j 1 k= z, y y +2 z, y +2 y 2 z y +2 y w 1 det(w +2) w +2 det(w +1 ) δ. Usng Proposton 4.1(d), we also get (22) z, y +2 y = det(y, y +1, y +2 ) y det(w +1 ). det(w )

11 On Two Exponents of Approxmaton 221 Combnng the above two estmates, we deduce that z, y y +2 det(w +1 ) and therefore that z, y det(w +1 ) / w +2. The latter estmate s the second half of (15). It mples z +1, y y det(w +2) w +3 w det(w ) δ +1. Snce z +1, y = det(w 1 ) 1 z, y +2, the estmate (22) can also be wrtten n the form z +1, y y det(w ). Then, applyng (3) once agan, we fnd 2 z +1 y y z +1, y y z +1, y y det(w ). Snce, by (18) and (21), we have z +1 w and y y det(w ) / w, we conclude from ths that z +1 w and y y det(w ) / w, whch completes the proof of (14) and (15). Now, assume that β < 1, and let u Z 3 such that u, y = 0. By (3), we have (23) 2 u y y u, y y u, y y = u, y y for each 0. Snce y y det(w ) / w w β 1 tends to 0 as, we deduce from (23) that the nteger u, y must vansh for all suffcently large values of. Ths mples that u = 0 because t follows from the hypothess det(y 0, y 1, y 2 ) 0 and the formula n Proposton 4.1(d) that any three consecutve ponts of the sequence (y ) 0 are lnearly ndependent. Thus the coordnates of y must be lnearly ndependent over Q. In partcular, the frst coordnate of y s non-zero and, dvdng y by ths coordnate, we may assume that t s equal to 1. Then, upon denotng by ξ the second coordnate of y, the condton det(y) = 0 mples that y = (1, ξ, ξ 2 ) and thus [Q(ξ):Q] > 2. 7 Estmates for the Exponent ω 2 We frst prove the followng result and then deduce from t our man theorem n 1. Proposton 7.1 Let (w ) 0 be an admssble Fbonacc sequence n M, and let (y ) 0 be a correspondng sequence of symmetrc matrces n M. Assume that (w ) 0 s unbounded and satsfes (24) w +1 w γ, det(w +1 ) det(w ) γ, w α det(w ) w β for real numbers α and β wth 0 α β < γ 2. Assume moreover that tr(w ) and det(w ) are relatvely prme for = 0, 1, 2, 3 and that det(y 0, y 1, y 2 ) 0. Then the real number ξ whch comes out from the last asserton of Proposton 6.1 satsfes γ 2 βγ ω 2 (ξ) γ 2 αγ.

12 222 D. Roy Proof Put y = (1, ξ, ξ 2 ) and defne the sequence (z ) 0 as n Proposton 4.1. Snce y 1, the nequalty (3) combned wth the estmates of Proposton 6.1 shows that, for any pont z Z 3 and any ndex 1, we have { (25) z, y y z, y +2 z y y < c 5 max w z, y, z det(w } ), w wth a constant c 5 > 0 whch s ndependent of z and. Suppose that a pont z Z 3 satsfes (26) 0 < z Z := c 6 w and z, y det(w +1) w +2, where c 6 = c 1 5 det(y 2 ) 1. Usng (25) wth replaced by + 1, we fnd z, y +1 det(w ) γ w 1/γ. Snce det(w ) w β wth β < γ 2, ths gves z, y +1 < 1 provded that s suffcently large. Then the nteger z, y +1 must be zero and, by Proposton 4.1(e), we deduce that z = az + bz +1 for some a, b Q where b s gven by z z = bz z +1 = ( 1) b det(y 0, y 1, y 2 ) det(w 2 ) 1 y +1. Snce det(w 2 )z z Z 3 and snce, by Corollary 4.2(d), the content of y +1 dvdes det(y 2 )/ det(w 2 ), ths mples that b det(y 0, y 1, y 2 ) det(y 2 )/ det(w 2 ) s an nteger. So, f b s non-zero, t satsfes the lower bound b det(w 2 )/(det(y 0, y 1, y 2 ) det(y 2 )). We note that z, y = 0 and by Proposton 4.1(d) that z +1, y = det(y, y +1, y +2 ) det(w +1 ) = ( 1) det(y 0, y 1, y 2 ) det(w 2 ) Therefore, f b 0, the pont z = az + bz +1 satsfes det(w ). z, y = b z +1, y det(y 2 ) 1 det(w ) = c 5 c 6 det(w ). However, (25) and (26) gve { det(w+1 ) w } z, y < c 5 max, c 6 det(w ) = c 5 c 6 det(w ) w +2 f s suffcently large, because the rato det(w +1 ) w / w +2 w βγ γ tends to 0 as. Comparson wth the prevous nequalty then forces b = 0, and so we get z = az wth a 0. Snce det(w 2 )z s, by Corollary 4.2(e), an nteger pont whose content dvdes det(y 2 ) det(y 0, y 1, y 2 ), we deduce that a det(y 2 ) det(y 0, y 1, y 2 )/ det(w 2 )

13 On Two Exponents of Approxmaton 223 s a non-zero nteger and therefore, usng the second part of (15) n Proposton 6.1, we fnd that z, y = a z, y det(w 2 ) det(y 2 ) det(y 0, y 1, y 2 ) z, y det(w +1) w +2. Snce ths holds for any pont z satsfyng (26) wth suffcently large, we deduce that for any ndex 0 and any pont z Z 3 wth 0 < z Z we have z, y det(w +1) w +2 w γα γ2 Z γα γ2. Ths shows that ω 2 (ξ) γ 2 γα. Fnally, for any real number Z z 0, there exsts an ndex 0 such that z Z < z +1 and, for such choce of, we fnd by Proposton 6.1 that z, y det(w +1) w +2 w βγ γ2 z +1 βγ γ2 Z βγ γ2, showng that ω 2 (ξ) γ 2 γβ. Let us say that a real number ξ s of Fbonacc type f there exst an unbounded Fbonacc sequence (w ) 0 n M and a real number θ wth θ > 1/γ such that (ξ, 1)w w θ for each suffcently large ndex. There are countably many such numbers, and any real number ξ obtaned from Proposton 6.1 wth β < γ 2 s of ths type. The followng corollary shows that the exponents ω 2 (ξ) attached to transcendental numbers of Fbonacc type are dense n the nterval [2, γ 2 ]. By Jarník s formula (1), ths mples our man theorem n 1. Corollary 7.2 Let t and ǫ be real numbers wth 0 < t < γ 2 and ǫ > 0. Then there exst a transcendental real number ξ and an unbounded Fbonacc sequence (w ) 0 n M whch satsfy (a) (ξ, 1)w w 1+t for each suffcently large, (b) γ 2 tγ ω 2 (ξ) γ 2 (t ǫ)γ. Proof Snce t < 1, there exst ntegers k and l wth 0 < l < k and t ǫ l/(k+2) l/k < t. For such a choce of k and l, consder the Fbonacc sequence (w ) 0 of Example 3.3 wth parameters a = 2 l, b = 2 k l 1 and c = 2 k l. Accordng to Example 4.3, w has relatvely prme trace and determnant for each 0 and the correspondng sequence of symmetrc matrces (y ) 0 satsfes det(y 0, y 1, y 2 ) = 2 4l 0. Moreover, Example 5.4 shows that (w ) 0 s unbounded and satsfes the estmates (24) of Proposton 7.1 wth α = l/(k + 2) and β = l/k (note that the example provdes a slghtly larger value for α). So, Proposton 7.1 apples and shows that the correspondng real number ξ constructed by Proposton 6.1 satsfes the above condton (b). In partcular, ξ s transcendental snce ω 2 (ξ) > 2. Moreover, snce (ξ, 1)w (ξ, 1)y y y, the frst estmate n (15) leads to (a).

14 224 D. Roy Acknowlegments The author warmly thanks Yann Bugeaud for pontng out the results of Jarník n [7] whch brought a notable smplfcaton to the present paper. References [1] J.-P. Allouche, J. L. Davson, M. Queffélec, L. Q. Zambon, Transcendence of Sturman or morphc contnued fractons. J. Number Theory 91(2001), no. 1, [2] B. Arbour and D. Roy, A Gel fond type crteron n degree two. Acta Arth. 11(2004), no. 1, [3] Y. Bugeaud and M. Laurent, Exponents of Dophantne approxmaton and sturman contnued fractons. Ann Inst. Fourer (Grenoble) 55(2005), no. 3, [4] H. Davenport and W. M. Schmdt, Approxmaton to real numbers by quadratc rratonals. Acta Arth. 13(1967), [5], Approxmaton to real numbers by algebrac ntegers. Acta Arth. 15(1969), [6] S. Fschler, Spectres pour l approxmaton d un nombre réel et de son carré. C. R. Acad. Sc. Pars 339(2004), no. 10, [7] V. Jarník, Zum Khntchneschen Übertragungssatz. Trudy Tblsskogo mathematcheskogo nsttuta m. A. M. Razmadze = Travaux de l Insttut mathématque de Tblss 3(1938), [8] D. Roy, Approxmaton smultanée d un nombre et de son carré. C. R. Acad. Sc., Pars 336(2003), no. 1, 1 6. [9], Approxmaton to real numbers by cubc algebrac ntegers. I. Proc. London Math. Soc. 88(2004), no. 1, [10], Approxmaton to real numbers by cubc algebrac ntegers. II. Ann. of Math. 158(2003), no. 3, [11], Dophantne approxmaton n small degree. In: Number Theory, CRM Proceedngs and Lecture Notes 36, Amercan Mathematcal Socety, Provdence, RI, 2004, pp [12] W. M. Schmdt, Dophantne Approxmaton, Lecture Notes n Mathematcs 785, Sprnger-Verlag, Berln, Département de Mathématques Unversté d Ottawa 585 Kng Edward Ottawa, ON K1N 6N5 e-mal: droy@uottawa.ca

Lectures - Week 4 Matrix norms, Conditioning, Vector Spaces, Linear Independence, Spanning sets and Basis, Null space and Range of a Matrix

Lectures - Week 4 Matrix norms, Conditioning, Vector Spaces, Linear Independence, Spanning sets and Basis, Null space and Range of a Matrix Lectures - Week 4 Matrx norms, Condtonng, Vector Spaces, Lnear Independence, Spannng sets and Bass, Null space and Range of a Matrx Matrx Norms Now we turn to assocatng a number to each matrx. We could

More information

2.3 Nilpotent endomorphisms

2.3 Nilpotent endomorphisms s a block dagonal matrx, wth A Mat dm U (C) In fact, we can assume that B = B 1 B k, wth B an ordered bass of U, and that A = [f U ] B, where f U : U U s the restrcton of f to U 40 23 Nlpotent endomorphsms

More information

More metrics on cartesian products

More metrics on cartesian products More metrcs on cartesan products If (X, d ) are metrc spaces for 1 n, then n Secton II4 of the lecture notes we defned three metrcs on X whose underlyng topologes are the product topology The purpose of

More information

Math 217 Fall 2013 Homework 2 Solutions

Math 217 Fall 2013 Homework 2 Solutions Math 17 Fall 013 Homework Solutons Due Thursday Sept. 6, 013 5pm Ths homework conssts of 6 problems of 5 ponts each. The total s 30. You need to fully justfy your answer prove that your functon ndeed has

More information

APPENDIX A Some Linear Algebra

APPENDIX A Some Linear Algebra APPENDIX A Some Lnear Algebra The collecton of m, n matrces A.1 Matrces a 1,1,..., a 1,n A = a m,1,..., a m,n wth real elements a,j s denoted by R m,n. If n = 1 then A s called a column vector. Smlarly,

More information

SL n (F ) Equals its Own Derived Group

SL n (F ) Equals its Own Derived Group Internatonal Journal of Algebra, Vol. 2, 2008, no. 12, 585-594 SL n (F ) Equals ts Own Derved Group Jorge Macel BMCC-The Cty Unversty of New York, CUNY 199 Chambers street, New York, NY 10007, USA macel@cms.nyu.edu

More information

Foundations of Arithmetic

Foundations of Arithmetic Foundatons of Arthmetc Notaton We shall denote the sum and product of numbers n the usual notaton as a 2 + a 2 + a 3 + + a = a, a 1 a 2 a 3 a = a The notaton a b means a dvdes b,.e. ac = b where c s an

More information

Example: (13320, 22140) =? Solution #1: The divisors of are 1, 2, 3, 4, 5, 6, 9, 10, 12, 15, 18, 20, 27, 30, 36, 41,

Example: (13320, 22140) =? Solution #1: The divisors of are 1, 2, 3, 4, 5, 6, 9, 10, 12, 15, 18, 20, 27, 30, 36, 41, The greatest common dvsor of two ntegers a and b (not both zero) s the largest nteger whch s a common factor of both a and b. We denote ths number by gcd(a, b), or smply (a, b) when there s no confuson

More information

DIFFERENTIAL FORMS BRIAN OSSERMAN

DIFFERENTIAL FORMS BRIAN OSSERMAN DIFFERENTIAL FORMS BRIAN OSSERMAN Dfferentals are an mportant topc n algebrac geometry, allowng the use of some classcal geometrc arguments n the context of varetes over any feld. We wll use them to defne

More information

Difference Equations

Difference Equations Dfference Equatons c Jan Vrbk 1 Bascs Suppose a sequence of numbers, say a 0,a 1,a,a 3,... s defned by a certan general relatonshp between, say, three consecutve values of the sequence, e.g. a + +3a +1

More information

Affine transformations and convexity

Affine transformations and convexity Affne transformatons and convexty The purpose of ths document s to prove some basc propertes of affne transformatons nvolvng convex sets. Here are a few onlne references for background nformaton: http://math.ucr.edu/

More information

arxiv: v1 [math.co] 12 Sep 2014

arxiv: v1 [math.co] 12 Sep 2014 arxv:1409.3707v1 [math.co] 12 Sep 2014 On the bnomal sums of Horadam sequence Nazmye Ylmaz and Necat Taskara Department of Mathematcs, Scence Faculty, Selcuk Unversty, 42075, Campus, Konya, Turkey March

More information

n α j x j = 0 j=1 has a nontrivial solution. Here A is the n k matrix whose jth column is the vector for all t j=0

n α j x j = 0 j=1 has a nontrivial solution. Here A is the n k matrix whose jth column is the vector for all t j=0 MODULE 2 Topcs: Lnear ndependence, bass and dmenson We have seen that f n a set of vectors one vector s a lnear combnaton of the remanng vectors n the set then the span of the set s unchanged f that vector

More information

MATH 241B FUNCTIONAL ANALYSIS - NOTES EXAMPLES OF C ALGEBRAS

MATH 241B FUNCTIONAL ANALYSIS - NOTES EXAMPLES OF C ALGEBRAS MATH 241B FUNCTIONAL ANALYSIS - NOTES EXAMPLES OF C ALGEBRAS These are nformal notes whch cover some of the materal whch s not n the course book. The man purpose s to gve a number of nontrval examples

More information

The Order Relation and Trace Inequalities for. Hermitian Operators

The Order Relation and Trace Inequalities for. Hermitian Operators Internatonal Mathematcal Forum, Vol 3, 08, no, 507-57 HIKARI Ltd, wwwm-hkarcom https://doorg/0988/mf088055 The Order Relaton and Trace Inequaltes for Hermtan Operators Y Huang School of Informaton Scence

More information

FACTORIZATION IN KRULL MONOIDS WITH INFINITE CLASS GROUP

FACTORIZATION IN KRULL MONOIDS WITH INFINITE CLASS GROUP C O L L O Q U I U M M A T H E M A T I C U M VOL. 80 1999 NO. 1 FACTORIZATION IN KRULL MONOIDS WITH INFINITE CLASS GROUP BY FLORIAN K A I N R A T H (GRAZ) Abstract. Let H be a Krull monod wth nfnte class

More information

Chapter 5. Solution of System of Linear Equations. Module No. 6. Solution of Inconsistent and Ill Conditioned Systems

Chapter 5. Solution of System of Linear Equations. Module No. 6. Solution of Inconsistent and Ill Conditioned Systems Numercal Analyss by Dr. Anta Pal Assstant Professor Department of Mathematcs Natonal Insttute of Technology Durgapur Durgapur-713209 emal: anta.bue@gmal.com 1 . Chapter 5 Soluton of System of Lnear Equatons

More information

Linear Algebra and its Applications

Linear Algebra and its Applications Lnear Algebra and ts Applcatons 4 (00) 5 56 Contents lsts avalable at ScenceDrect Lnear Algebra and ts Applcatons journal homepage: wwwelsevercom/locate/laa Notes on Hlbert and Cauchy matrces Mroslav Fedler

More information

NOTES ON SIMPLIFICATION OF MATRICES

NOTES ON SIMPLIFICATION OF MATRICES NOTES ON SIMPLIFICATION OF MATRICES JONATHAN LUK These notes dscuss how to smplfy an (n n) matrx In partcular, we expand on some of the materal from the textbook (wth some repetton) Part of the exposton

More information

Remarks on the Properties of a Quasi-Fibonacci-like Polynomial Sequence

Remarks on the Properties of a Quasi-Fibonacci-like Polynomial Sequence Remarks on the Propertes of a Quas-Fbonacc-lke Polynomal Sequence Brce Merwne LIU Brooklyn Ilan Wenschelbaum Wesleyan Unversty Abstract Consder the Quas-Fbonacc-lke Polynomal Sequence gven by F 0 = 1,

More information

The internal structure of natural numbers and one method for the definition of large prime numbers

The internal structure of natural numbers and one method for the definition of large prime numbers The nternal structure of natural numbers and one method for the defnton of large prme numbers Emmanul Manousos APM Insttute for the Advancement of Physcs and Mathematcs 3 Poulou str. 53 Athens Greece Abstract

More information

Appendix B. Criterion of Riemann-Stieltjes Integrability

Appendix B. Criterion of Riemann-Stieltjes Integrability Appendx B. Crteron of Remann-Steltes Integrablty Ths note s complementary to [R, Ch. 6] and [T, Sec. 3.5]. The man result of ths note s Theorem B.3, whch provdes the necessary and suffcent condtons for

More information

Yong Joon Ryang. 1. Introduction Consider the multicommodity transportation problem with convex quadratic cost function. 1 2 (x x0 ) T Q(x x 0 )

Yong Joon Ryang. 1. Introduction Consider the multicommodity transportation problem with convex quadratic cost function. 1 2 (x x0 ) T Q(x x 0 ) Kangweon-Kyungk Math. Jour. 4 1996), No. 1, pp. 7 16 AN ITERATIVE ROW-ACTION METHOD FOR MULTICOMMODITY TRANSPORTATION PROBLEMS Yong Joon Ryang Abstract. The optmzaton problems wth quadratc constrants often

More information

8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS

8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS SECTION 8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS 493 8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS All the vector spaces you have studed thus far n the text are real vector spaces because the scalars

More information

Randić Energy and Randić Estrada Index of a Graph

Randić Energy and Randić Estrada Index of a Graph EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICS Vol. 5, No., 202, 88-96 ISSN 307-5543 www.ejpam.com SPECIAL ISSUE FOR THE INTERNATIONAL CONFERENCE ON APPLIED ANALYSIS AND ALGEBRA 29 JUNE -02JULY 20, ISTANBUL

More information

a b a In case b 0, a being divisible by b is the same as to say that

a b a In case b 0, a being divisible by b is the same as to say that Secton 6.2 Dvsblty among the ntegers An nteger a ε s dvsble by b ε f there s an nteger c ε such that a = bc. Note that s dvsble by any nteger b, snce = b. On the other hand, a s dvsble by only f a = :

More information

FINITELY-GENERATED MODULES OVER A PRINCIPAL IDEAL DOMAIN

FINITELY-GENERATED MODULES OVER A PRINCIPAL IDEAL DOMAIN FINITELY-GENERTED MODULES OVER PRINCIPL IDEL DOMIN EMMNUEL KOWLSKI Throughout ths note, s a prncpal deal doman. We recall the classfcaton theorem: Theorem 1. Let M be a fntely-generated -module. (1) There

More information

Christian Aebi Collège Calvin, Geneva, Switzerland

Christian Aebi Collège Calvin, Geneva, Switzerland #A7 INTEGERS 12 (2012) A PROPERTY OF TWIN PRIMES Chrstan Aeb Collège Calvn, Geneva, Swtzerland chrstan.aeb@edu.ge.ch Grant Carns Department of Mathematcs, La Trobe Unversty, Melbourne, Australa G.Carns@latrobe.edu.au

More information

On quasiperfect numbers

On quasiperfect numbers Notes on Number Theory and Dscrete Mathematcs Prnt ISSN 1310 5132, Onlne ISSN 2367 8275 Vol. 23, 2017, No. 3, 73 78 On quasperfect numbers V. Sva Rama Prasad 1 and C. Suntha 2 1 Nalla Malla Reddy Engneerng

More information

= = = (a) Use the MATLAB command rref to solve the system. (b) Let A be the coefficient matrix and B be the right-hand side of the system.

= = = (a) Use the MATLAB command rref to solve the system. (b) Let A be the coefficient matrix and B be the right-hand side of the system. Chapter Matlab Exercses Chapter Matlab Exercses. Consder the lnear system of Example n Secton.. x x x y z y y z (a) Use the MATLAB command rref to solve the system. (b) Let A be the coeffcent matrx and

More information

Determinants Containing Powers of Generalized Fibonacci Numbers

Determinants Containing Powers of Generalized Fibonacci Numbers 1 2 3 47 6 23 11 Journal of Integer Sequences, Vol 19 (2016), Artcle 1671 Determnants Contanng Powers of Generalzed Fbonacc Numbers Aram Tangboonduangjt and Thotsaporn Thanatpanonda Mahdol Unversty Internatonal

More information

Math 261 Exercise sheet 2

Math 261 Exercise sheet 2 Math 261 Exercse sheet 2 http://staff.aub.edu.lb/~nm116/teachng/2017/math261/ndex.html Verson: September 25, 2017 Answers are due for Monday 25 September, 11AM. The use of calculators s allowed. Exercse

More information

Convexity preserving interpolation by splines of arbitrary degree

Convexity preserving interpolation by splines of arbitrary degree Computer Scence Journal of Moldova, vol.18, no.1(52), 2010 Convexty preservng nterpolaton by splnes of arbtrary degree Igor Verlan Abstract In the present paper an algorthm of C 2 nterpolaton of dscrete

More information

REAL ANALYSIS I HOMEWORK 1

REAL ANALYSIS I HOMEWORK 1 REAL ANALYSIS I HOMEWORK CİHAN BAHRAN The questons are from Tao s text. Exercse 0.0.. If (x α ) α A s a collecton of numbers x α [0, + ] such that x α

More information

9 Characteristic classes

9 Characteristic classes THEODORE VORONOV DIFFERENTIAL GEOMETRY. Sprng 2009 [under constructon] 9 Characterstc classes 9.1 The frst Chern class of a lne bundle Consder a complex vector bundle E B of rank p. We shall construct

More information

Exercise Solutions to Real Analysis

Exercise Solutions to Real Analysis xercse Solutons to Real Analyss Note: References refer to H. L. Royden, Real Analyss xersze 1. Gven any set A any ɛ > 0, there s an open set O such that A O m O m A + ɛ. Soluton 1. If m A =, then there

More information

Restricted divisor sums

Restricted divisor sums ACTA ARITHMETICA 02 2002) Restrcted dvsor sums by Kevn A Broughan Hamlton) Introducton There s a body of work n the lterature on varous restrcted sums of the number of dvsors of an nteger functon ncludng

More information

Homework Notes Week 7

Homework Notes Week 7 Homework Notes Week 7 Math 4 Sprng 4 #4 (a Complete the proof n example 5 that s an nner product (the Frobenus nner product on M n n (F In the example propertes (a and (d have already been verfed so we

More information

A CHARACTERIZATION OF ADDITIVE DERIVATIONS ON VON NEUMANN ALGEBRAS

A CHARACTERIZATION OF ADDITIVE DERIVATIONS ON VON NEUMANN ALGEBRAS Journal of Mathematcal Scences: Advances and Applcatons Volume 25, 2014, Pages 1-12 A CHARACTERIZATION OF ADDITIVE DERIVATIONS ON VON NEUMANN ALGEBRAS JIA JI, WEN ZHANG and XIAOFEI QI Department of Mathematcs

More information

princeton univ. F 17 cos 521: Advanced Algorithm Design Lecture 7: LP Duality Lecturer: Matt Weinberg

princeton univ. F 17 cos 521: Advanced Algorithm Design Lecture 7: LP Duality Lecturer: Matt Weinberg prnceton unv. F 17 cos 521: Advanced Algorthm Desgn Lecture 7: LP Dualty Lecturer: Matt Wenberg Scrbe: LP Dualty s an extremely useful tool for analyzng structural propertes of lnear programs. Whle there

More information

COMPLEX NUMBERS AND QUADRATIC EQUATIONS

COMPLEX NUMBERS AND QUADRATIC EQUATIONS COMPLEX NUMBERS AND QUADRATIC EQUATIONS INTRODUCTION We know that x 0 for all x R e the square of a real number (whether postve, negatve or ero) s non-negatve Hence the equatons x, x, x + 7 0 etc are not

More information

Beyond Zudilin s Conjectured q-analog of Schmidt s problem

Beyond Zudilin s Conjectured q-analog of Schmidt s problem Beyond Zudln s Conectured q-analog of Schmdt s problem Thotsaporn Ae Thanatpanonda thotsaporn@gmalcom Mathematcs Subect Classfcaton: 11B65 33B99 Abstract Usng the methodology of (rgorous expermental mathematcs

More information

Bernoulli Numbers and Polynomials

Bernoulli Numbers and Polynomials Bernoull Numbers and Polynomals T. Muthukumar tmk@tk.ac.n 17 Jun 2014 The sum of frst n natural numbers 1, 2, 3,..., n s n n(n + 1 S 1 (n := m = = n2 2 2 + n 2. Ths formula can be derved by notng that

More information

BOUNDEDNESS OF THE RIESZ TRANSFORM WITH MATRIX A 2 WEIGHTS

BOUNDEDNESS OF THE RIESZ TRANSFORM WITH MATRIX A 2 WEIGHTS BOUNDEDNESS OF THE IESZ TANSFOM WITH MATIX A WEIGHTS Introducton Let L = L ( n, be the functon space wth norm (ˆ f L = f(x C dx d < For a d d matrx valued functon W : wth W (x postve sem-defnte for all

More information

e - c o m p a n i o n

e - c o m p a n i o n OPERATIONS RESEARCH http://dxdoorg/0287/opre007ec e - c o m p a n o n ONLY AVAILABLE IN ELECTRONIC FORM 202 INFORMS Electronc Companon Generalzed Quantty Competton for Multple Products and Loss of Effcency

More information

First day August 1, Problems and Solutions

First day August 1, Problems and Solutions FOURTH INTERNATIONAL COMPETITION FOR UNIVERSITY STUDENTS IN MATHEMATICS July 30 August 4, 997, Plovdv, BULGARIA Frst day August, 997 Problems and Solutons Problem. Let {ε n } n= be a sequence of postve

More information

Perron Vectors of an Irreducible Nonnegative Interval Matrix

Perron Vectors of an Irreducible Nonnegative Interval Matrix Perron Vectors of an Irreducble Nonnegatve Interval Matrx Jr Rohn August 4 2005 Abstract As s well known an rreducble nonnegatve matrx possesses a unquely determned Perron vector. As the man result of

More information

On Finite Rank Perturbation of Diagonalizable Operators

On Finite Rank Perturbation of Diagonalizable Operators Functonal Analyss, Approxmaton and Computaton 6 (1) (2014), 49 53 Publshed by Faculty of Scences and Mathematcs, Unversty of Nš, Serba Avalable at: http://wwwpmfnacrs/faac On Fnte Rank Perturbaton of Dagonalzable

More information

Some basic inequalities. Definition. Let V be a vector space over the complex numbers. An inner product is given by a function, V V C

Some basic inequalities. Definition. Let V be a vector space over the complex numbers. An inner product is given by a function, V V C Some basc nequaltes Defnton. Let V be a vector space over the complex numbers. An nner product s gven by a functon, V V C (x, y) x, y satsfyng the followng propertes (for all x V, y V and c C) (1) x +

More information

General viscosity iterative method for a sequence of quasi-nonexpansive mappings

General viscosity iterative method for a sequence of quasi-nonexpansive mappings Avalable onlne at www.tjnsa.com J. Nonlnear Sc. Appl. 9 (2016), 5672 5682 Research Artcle General vscosty teratve method for a sequence of quas-nonexpansve mappngs Cuje Zhang, Ynan Wang College of Scence,

More information

C/CS/Phy191 Problem Set 3 Solutions Out: Oct 1, 2008., where ( 00. ), so the overall state of the system is ) ( ( ( ( 00 ± 11 ), Φ ± = 1

C/CS/Phy191 Problem Set 3 Solutions Out: Oct 1, 2008., where ( 00. ), so the overall state of the system is ) ( ( ( ( 00 ± 11 ), Φ ± = 1 C/CS/Phy9 Problem Set 3 Solutons Out: Oct, 8 Suppose you have two qubts n some arbtrary entangled state ψ You apply the teleportaton protocol to each of the qubts separately What s the resultng state obtaned

More information

and problem sheet 2

and problem sheet 2 -8 and 5-5 problem sheet Solutons to the followng seven exercses and optonal bonus problem are to be submtted through gradescope by :0PM on Wednesday th September 08. There are also some practce problems,

More information

18.781: Solution to Practice Questions for Final Exam

18.781: Solution to Practice Questions for Final Exam 18.781: Soluton to Practce Questons for Fnal Exam 1. Fnd three solutons n postve ntegers of x 6y = 1 by frst calculatng the contnued fracton expanson of 6. Soluton: We have 1 6=[, ] 6 6+ =[, ] 1 =[,, ]=[,,

More information

THERE ARE NO POINTS OF ORDER 11 ON ELLIPTIC CURVES OVER Q.

THERE ARE NO POINTS OF ORDER 11 ON ELLIPTIC CURVES OVER Q. THERE ARE NO POINTS OF ORDER 11 ON ELLIPTIC CURVES OVER Q. IAN KIMING We shall prove the followng result from [2]: Theorem 1. (Bllng-Mahler, 1940, cf. [2]) An ellptc curve defned over Q does not have a

More information

THE CHINESE REMAINDER THEOREM. We should thank the Chinese for their wonderful remainder theorem. Glenn Stevens

THE CHINESE REMAINDER THEOREM. We should thank the Chinese for their wonderful remainder theorem. Glenn Stevens THE CHINESE REMAINDER THEOREM KEITH CONRAD We should thank the Chnese for ther wonderful remander theorem. Glenn Stevens 1. Introducton The Chnese remander theorem says we can unquely solve any par of

More information

A summation on Bernoulli numbers

A summation on Bernoulli numbers Journal of Number Theory 111 (005 37 391 www.elsever.com/locate/jnt A summaton on Bernoull numbers Kwang-Wu Chen Department of Mathematcs and Computer Scence Educaton, Tape Muncpal Teachers College, No.

More information

Salmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2

Salmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2 Salmon: Lectures on partal dfferental equatons 5. Classfcaton of second-order equatons There are general methods for classfyng hgher-order partal dfferental equatons. One s very general (applyng even to

More information

Complete subgraphs in multipartite graphs

Complete subgraphs in multipartite graphs Complete subgraphs n multpartte graphs FLORIAN PFENDER Unverstät Rostock, Insttut für Mathematk D-18057 Rostock, Germany Floran.Pfender@un-rostock.de Abstract Turán s Theorem states that every graph G

More information

Section 8.3 Polar Form of Complex Numbers

Section 8.3 Polar Form of Complex Numbers 80 Chapter 8 Secton 8 Polar Form of Complex Numbers From prevous classes, you may have encountered magnary numbers the square roots of negatve numbers and, more generally, complex numbers whch are the

More information

Maximizing the number of nonnegative subsets

Maximizing the number of nonnegative subsets Maxmzng the number of nonnegatve subsets Noga Alon Hao Huang December 1, 213 Abstract Gven a set of n real numbers, f the sum of elements of every subset of sze larger than k s negatve, what s the maxmum

More information

Anti-van der Waerden numbers of 3-term arithmetic progressions.

Anti-van der Waerden numbers of 3-term arithmetic progressions. Ant-van der Waerden numbers of 3-term arthmetc progressons. Zhanar Berkkyzy, Alex Schulte, and Mchael Young Aprl 24, 2016 Abstract The ant-van der Waerden number, denoted by aw([n], k), s the smallest

More information

Google PageRank with Stochastic Matrix

Google PageRank with Stochastic Matrix Google PageRank wth Stochastc Matrx Md. Sharq, Puranjt Sanyal, Samk Mtra (M.Sc. Applcatons of Mathematcs) Dscrete Tme Markov Chan Let S be a countable set (usually S s a subset of Z or Z d or R or R d

More information

MEM 255 Introduction to Control Systems Review: Basics of Linear Algebra

MEM 255 Introduction to Control Systems Review: Basics of Linear Algebra MEM 255 Introducton to Control Systems Revew: Bascs of Lnear Algebra Harry G. Kwatny Department of Mechancal Engneerng & Mechancs Drexel Unversty Outlne Vectors Matrces MATLAB Advanced Topcs Vectors A

More information

REDUCTION MODULO p. We will prove the reduction modulo p theorem in the general form as given by exercise 4.12, p. 143, of [1].

REDUCTION MODULO p. We will prove the reduction modulo p theorem in the general form as given by exercise 4.12, p. 143, of [1]. REDUCTION MODULO p. IAN KIMING We wll prove the reducton modulo p theorem n the general form as gven by exercse 4.12, p. 143, of [1]. We consder an ellptc curve E defned over Q and gven by a Weerstraß

More information

DISCRIMINANTS AND RAMIFIED PRIMES. 1. Introduction A prime number p is said to be ramified in a number field K if the prime ideal factorization

DISCRIMINANTS AND RAMIFIED PRIMES. 1. Introduction A prime number p is said to be ramified in a number field K if the prime ideal factorization DISCRIMINANTS AND RAMIFIED PRIMES KEITH CONRAD 1. Introducton A prme number p s sad to be ramfed n a number feld K f the prme deal factorzaton (1.1) (p) = po K = p e 1 1 peg g has some e greater than 1.

More information

Bézier curves. Michael S. Floater. September 10, These notes provide an introduction to Bézier curves. i=0

Bézier curves. Michael S. Floater. September 10, These notes provide an introduction to Bézier curves. i=0 Bézer curves Mchael S. Floater September 1, 215 These notes provde an ntroducton to Bézer curves. 1 Bernsten polynomals Recall that a real polynomal of a real varable x R, wth degree n, s a functon of

More information

A New Refinement of Jacobi Method for Solution of Linear System Equations AX=b

A New Refinement of Jacobi Method for Solution of Linear System Equations AX=b Int J Contemp Math Scences, Vol 3, 28, no 17, 819-827 A New Refnement of Jacob Method for Soluton of Lnear System Equatons AX=b F Naem Dafchah Department of Mathematcs, Faculty of Scences Unversty of Gulan,

More information

5 The Rational Canonical Form

5 The Rational Canonical Form 5 The Ratonal Canoncal Form Here p s a monc rreducble factor of the mnmum polynomal m T and s not necessarly of degree one Let F p denote the feld constructed earler n the course, consstng of all matrces

More information

The lower and upper bounds on Perron root of nonnegative irreducible matrices

The lower and upper bounds on Perron root of nonnegative irreducible matrices Journal of Computatonal Appled Mathematcs 217 (2008) 259 267 wwwelsevercom/locate/cam The lower upper bounds on Perron root of nonnegatve rreducble matrces Guang-Xn Huang a,, Feng Yn b,keguo a a College

More information

Errors for Linear Systems

Errors for Linear Systems Errors for Lnear Systems When we solve a lnear system Ax b we often do not know A and b exactly, but have only approxmatons  and ˆb avalable. Then the best thng we can do s to solve ˆx ˆb exactly whch

More information

Formulas for the Determinant

Formulas for the Determinant page 224 224 CHAPTER 3 Determnants e t te t e 2t 38 A = e t 2te t e 2t e t te t 2e 2t 39 If 123 A = 345, 456 compute the matrx product A adj(a) What can you conclude about det(a)? For Problems 40 43, use

More information

Structure and Drive Paul A. Jensen Copyright July 20, 2003

Structure and Drive Paul A. Jensen Copyright July 20, 2003 Structure and Drve Paul A. Jensen Copyrght July 20, 2003 A system s made up of several operatons wth flow passng between them. The structure of the system descrbes the flow paths from nputs to outputs.

More information

ON THE EXTENDED HAAGERUP TENSOR PRODUCT IN OPERATOR SPACES. 1. Introduction

ON THE EXTENDED HAAGERUP TENSOR PRODUCT IN OPERATOR SPACES. 1. Introduction ON THE EXTENDED HAAGERUP TENSOR PRODUCT IN OPERATOR SPACES TAKASHI ITOH AND MASARU NAGISA Abstract We descrbe the Haagerup tensor product l h l and the extended Haagerup tensor product l eh l n terms of

More information

Another converse of Jensen s inequality

Another converse of Jensen s inequality Another converse of Jensen s nequalty Slavko Smc Abstract. We gve the best possble global bounds for a form of dscrete Jensen s nequalty. By some examples ts frutfulness s shown. 1. Introducton Throughout

More information

SUMS PROBLEM COMPETITION, 2001

SUMS PROBLEM COMPETITION, 2001 SUMS PROBLEM COMPETITION, 200 SOLUTIONS Suppose that after n vsts to Aunt Joylene (and therefore also n vsts to Uncle Bruce Lnda has t n ten cent peces and d n dollar cons After a vst to Uncle Bruce she

More information

A combinatorial problem associated with nonograms

A combinatorial problem associated with nonograms A combnatoral problem assocated wth nonograms Jessca Benton Ron Snow Nolan Wallach March 21, 2005 1 Introducton. Ths work was motvated by a queston posed by the second named author to the frst named author

More information

Supplement: Proofs and Technical Details for The Solution Path of the Generalized Lasso

Supplement: Proofs and Technical Details for The Solution Path of the Generalized Lasso Supplement: Proofs and Techncal Detals for The Soluton Path of the Generalzed Lasso Ryan J. Tbshran Jonathan Taylor In ths document we gve supplementary detals to the paper The Soluton Path of the Generalzed

More information

ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EQUATION

ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EQUATION Advanced Mathematcal Models & Applcatons Vol.3, No.3, 2018, pp.215-222 ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EUATION

More information

Games of Threats. Elon Kohlberg Abraham Neyman. Working Paper

Games of Threats. Elon Kohlberg Abraham Neyman. Working Paper Games of Threats Elon Kohlberg Abraham Neyman Workng Paper 18-023 Games of Threats Elon Kohlberg Harvard Busness School Abraham Neyman The Hebrew Unversty of Jerusalem Workng Paper 18-023 Copyrght 2017

More information

arxiv: v1 [math.co] 1 Mar 2014

arxiv: v1 [math.co] 1 Mar 2014 Unon-ntersectng set systems Gyula O.H. Katona and Dánel T. Nagy March 4, 014 arxv:1403.0088v1 [math.co] 1 Mar 014 Abstract Three ntersecton theorems are proved. Frst, we determne the sze of the largest

More information

Solutions to the 71st William Lowell Putnam Mathematical Competition Saturday, December 4, 2010

Solutions to the 71st William Lowell Putnam Mathematical Competition Saturday, December 4, 2010 Solutons to the 7st Wllam Lowell Putnam Mathematcal Competton Saturday, December 4, 2 Kran Kedlaya and Lenny Ng A The largest such k s n+ 2 n 2. For n even, ths value s acheved by the partton {,n},{2,n

More information

REGULAR POSITIVE TERNARY QUADRATIC FORMS. 1. Introduction

REGULAR POSITIVE TERNARY QUADRATIC FORMS. 1. Introduction REGULAR POSITIVE TERNARY QUADRATIC FORMS BYEONG-KWEON OH Abstract. A postve defnte quadratc form f s sad to be regular f t globally represents all ntegers that are represented by the genus of f. In 997

More information

12 MATH 101A: ALGEBRA I, PART C: MULTILINEAR ALGEBRA. 4. Tensor product

12 MATH 101A: ALGEBRA I, PART C: MULTILINEAR ALGEBRA. 4. Tensor product 12 MATH 101A: ALGEBRA I, PART C: MULTILINEAR ALGEBRA Here s an outlne of what I dd: (1) categorcal defnton (2) constructon (3) lst of basc propertes (4) dstrbutve property (5) rght exactness (6) localzaton

More information

On the irreducibility of a truncated binomial expansion

On the irreducibility of a truncated binomial expansion On the rreducblty of a truncated bnomal expanson by Mchael Flaseta, Angel Kumchev and Dmtr V. Pasechnk 1 Introducton For postve ntegers k and n wth k n 1, defne P n,k (x = =0 ( n x. In the case that k

More information

Lecture 12: Discrete Laplacian

Lecture 12: Discrete Laplacian Lecture 12: Dscrete Laplacan Scrbe: Tanye Lu Our goal s to come up wth a dscrete verson of Laplacan operator for trangulated surfaces, so that we can use t n practce to solve related problems We are mostly

More information

ISSN: ISO 9001:2008 Certified International Journal of Engineering and Innovative Technology (IJEIT) Volume 3, Issue 1, July 2013

ISSN: ISO 9001:2008 Certified International Journal of Engineering and Innovative Technology (IJEIT) Volume 3, Issue 1, July 2013 ISSN: 2277-375 Constructon of Trend Free Run Orders for Orthogonal rrays Usng Codes bstract: Sometmes when the expermental runs are carred out n a tme order sequence, the response can depend on the run

More information

U.C. Berkeley CS294: Spectral Methods and Expanders Handout 8 Luca Trevisan February 17, 2016

U.C. Berkeley CS294: Spectral Methods and Expanders Handout 8 Luca Trevisan February 17, 2016 U.C. Berkeley CS94: Spectral Methods and Expanders Handout 8 Luca Trevsan February 7, 06 Lecture 8: Spectral Algorthms Wrap-up In whch we talk about even more generalzatons of Cheeger s nequaltes, and

More information

Appendix for Causal Interaction in Factorial Experiments: Application to Conjoint Analysis

Appendix for Causal Interaction in Factorial Experiments: Application to Conjoint Analysis A Appendx for Causal Interacton n Factoral Experments: Applcaton to Conjont Analyss Mathematcal Appendx: Proofs of Theorems A. Lemmas Below, we descrbe all the lemmas, whch are used to prove the man theorems

More information

Characterizing the properties of specific binomial coefficients in congruence relations

Characterizing the properties of specific binomial coefficients in congruence relations Eastern Mchgan Unversty DgtalCommons@EMU Master's Theses and Doctoral Dssertatons Master's Theses, and Doctoral Dssertatons, and Graduate Capstone Projects 7-15-2015 Characterzng the propertes of specfc

More information

CSCE 790S Background Results

CSCE 790S Background Results CSCE 790S Background Results Stephen A. Fenner September 8, 011 Abstract These results are background to the course CSCE 790S/CSCE 790B, Quantum Computaton and Informaton (Sprng 007 and Fall 011). Each

More information

SUCCESSIVE MINIMA AND LATTICE POINTS (AFTER HENK, GILLET AND SOULÉ) M(B) := # ( B Z N)

SUCCESSIVE MINIMA AND LATTICE POINTS (AFTER HENK, GILLET AND SOULÉ) M(B) := # ( B Z N) SUCCESSIVE MINIMA AND LATTICE POINTS (AFTER HENK, GILLET AND SOULÉ) S.BOUCKSOM Abstract. The goal of ths note s to present a remarably smple proof, due to Hen, of a result prevously obtaned by Gllet-Soulé,

More information

Exercises. 18 Algorithms

Exercises. 18 Algorithms 18 Algorthms Exercses 0.1. In each of the followng stuatons, ndcate whether f = O(g), or f = Ω(g), or both (n whch case f = Θ(g)). f(n) g(n) (a) n 100 n 200 (b) n 1/2 n 2/3 (c) 100n + log n n + (log n)

More information

Section 3.6 Complex Zeros

Section 3.6 Complex Zeros 04 Chapter Secton 6 Comple Zeros When fndng the zeros of polynomals, at some pont you're faced wth the problem Whle there are clearly no real numbers that are solutons to ths equaton, leavng thngs there

More information

On the correction of the h-index for career length

On the correction of the h-index for career length 1 On the correcton of the h-ndex for career length by L. Egghe Unverstet Hasselt (UHasselt), Campus Depenbeek, Agoralaan, B-3590 Depenbeek, Belgum 1 and Unverstet Antwerpen (UA), IBW, Stadscampus, Venusstraat

More information

Bezier curves. Michael S. Floater. August 25, These notes provide an introduction to Bezier curves. i=0

Bezier curves. Michael S. Floater. August 25, These notes provide an introduction to Bezier curves. i=0 Bezer curves Mchael S. Floater August 25, 211 These notes provde an ntroducton to Bezer curves. 1 Bernsten polynomals Recall that a real polynomal of a real varable x R, wth degree n, s a functon of the

More information

THE WEIGHTED WEAK TYPE INEQUALITY FOR THE STRONG MAXIMAL FUNCTION

THE WEIGHTED WEAK TYPE INEQUALITY FOR THE STRONG MAXIMAL FUNCTION THE WEIGHTED WEAK TYPE INEQUALITY FO THE STONG MAXIMAL FUNCTION THEMIS MITSIS Abstract. We prove the natural Fefferman-Sten weak type nequalty for the strong maxmal functon n the plane, under the assumpton

More information

arxiv: v6 [math.nt] 23 Aug 2016

arxiv: v6 [math.nt] 23 Aug 2016 A NOTE ON ODD PERFECT NUMBERS JOSE ARNALDO B. DRIS AND FLORIAN LUCA arxv:03.437v6 [math.nt] 23 Aug 206 Abstract. In ths note, we show that f N s an odd perfect number and q α s some prme power exactly

More information

Projective change between two Special (α, β)- Finsler Metrics

Projective change between two Special (α, β)- Finsler Metrics Internatonal Journal of Trend n Research and Development, Volume 2(6), ISSN 2394-9333 www.jtrd.com Projectve change between two Specal (, β)- Fnsler Metrcs Gayathr.K 1 and Narasmhamurthy.S.K 2 1 Assstant

More information

Fixed points of IA-endomorphisms of a free metabelian Lie algebra

Fixed points of IA-endomorphisms of a free metabelian Lie algebra Proc. Indan Acad. Sc. (Math. Sc.) Vol. 121, No. 4, November 2011, pp. 405 416. c Indan Academy of Scences Fxed ponts of IA-endomorphsms of a free metabelan Le algebra NAIME EKICI 1 and DEMET PARLAK SÖNMEZ

More information

Chowla s Problem on the Non-Vanishing of Certain Infinite Series and Related Questions

Chowla s Problem on the Non-Vanishing of Certain Infinite Series and Related Questions Proc. Int. Conf. Number Theory and Dscrete Geometry No. 4, 2007, pp. 7 79. Chowla s Problem on the Non-Vanshng of Certan Infnte Seres and Related Questons N. Saradha School of Mathematcs, Tata Insttute

More information