h-analogue of Fibonacci Numbers
|
|
- Harriet Clarke
- 5 years ago
- Views:
Transcription
1 h-aalogue of Fboacc Numbers arxv: v [math-ph 30 Sep 009 H.B. Beaoum Prce Mohammad Uversty, Al-Khobar 395, Saud Araba Abstract I ths paper, we troduce the h-aalogue of Fboacc umbers for o-commutatve h-plae. For hh ad h 0, these are just the usual Fboacc umbers as t should be. We also derve a collecto of dettes for these umbers. Furthermore, h-bet s formula for the h-fboacc umbers s foud ad the geeratg fucto that geerates these umbers s obtaed. 000 Mathematcal Subject Classfcato : B39, B65, B83, 05A30, 05A0 Keyword : Mathematcal physcs, No-Commutatve Geometry, Geeralzed Fboacc umbers ad Polyomals, Bomal Coeffcets To my wfe Nawal Emal : hbeaoum@pmu.edu.sa, hbeaoum@physcs.syr.edu
2 Itroducto Fboacc recursve sequece has fascated scholars ad amateurs for cetures. Sce ther appearace the boo Lber Abac publshed 0 by the Itala medeval mathematca Leoardo Fboacc, they have bee ecoutered may dstcts cotexts, ragg from the arts, pure mathematcs ad physcal sceces to electrcal egeerg. These umbers are ot radom umbers but each umber s made by addg the prevous umber to the preset oe. The rato of successve pars teds to the so-called golde rato ϕ ad whose recprocal s , so that we have ϕ +ϕ. Ths golde rato s a rratoal umber wth several curous propertes ad oe ca come across ths rato may areas of arts ad sceces. I fact, the acet Grees foud t a very terestg ad dve umber. Bet s formula for Fboacc umbers s exceptoal because t s expressed terms of rratoal umber, eve though all Fboacc umbers are tegers. Fboacc umbers have bee studed both for ther applcatos ad the mathematcal beauty of the rch ad vared dettes that they satsfy. The referece [ cotas may results o Fboacc umbers wth detaled proofs. Iterestgly eough, the amazg Fboacc umbers seem to be trsc ature sce they have bee detfed leaves, petal arragemets, pecoes, peapples, seeds ad shells. The Fboacc sequece s defed by the recurrece : wth the tal codtos f 0 0 ad f. f + f + f. It s easy to deduce the followg detty that coects Fboacc umbers f ad the bomal coeffcets : f [ 0 Smlarly, the Fboacc polyomals are defed as : f u,v [ 0, > 0. u v.3 The ma objectve of ths paper s to geeralze the results o classcal Fboacc umbers to o-commutatve h-plae. That s to troduce the h-aalogue of Fboacc umbers o the o-commutatve h-plae usg the h-bomal coeffcets [. I secto, we defe the h-pascal tragle whch arses aturally from
3 the h-bomal coeffcets ad prove some elegat dettes whch we relate to the Charler polyomals. Secto 3 focuses o the h-fboacc umbers by provdg the ecessary defto ad shows that the ow Fboacc dettes ad ther bjectve proofs ca be easly exteded to bjectve proofs of h-aalogues of these dettes. Secto 4 s devoted to reformulate the h-fboacc sequece terms of a matrx represetato. h-bet s formula for the h-fboacc operators s troduced secto 5 ad a umber of dettes are derved. Fally, the geeratg fucto of the h-fboacc sequece s obtaed the last secto. Ths secto also provdes us wth lsts the geeratg fuctos for the varous powers ad products of h-fboacc sequece. I [, we troduced the h-aalogue of Newto s bomal formula : [ x + y y x.4 h,h 0 where x ad y are o-commutg varables satsfyg : Here [ wth hh. xy yx + hy.5 s the h-bomal coeffcets gve as follows : h,h [ h h ; h,h hh.6 h; a s the shfted factoral defed as : a s; { 0 aa + s... a + s,,....7 I what follows, we cosder the h-bomal coeffcets wth two parameters h ad h such that hh s ot ecessarly equal to. These coeffcets obey to the followg propertes : ad [ + [ + + h,h [ h,h + hh h,h hh + + [ [ h,h + h,h
4 h-pascal tragle The h-pascal tragle s costructed by cosderg the h-bomal coeffcet of the th colum 0,,,3, ad the th row 0,,,3,. \ hh h; hh h; hh h; hh h; 4 hh h; hh h; hh h; 0 hh h; 5 hh h;3 hh h; hh h; 0 hh h; 5 hh h;3 6 hh h;4 hh h;5 7 7 hh h; 35 hh h; 35 hh h;3 hh h;4 7 hh h;5 hh h;6 Table : h-pascal tragle If we sum the h-bomal coeffcets of the h-pascal tragle, the followg detty that coects the h-bomal coeffcets to Charler polyomals s obtaed : [ c h,h. 0 h where c z,a are the Charler polyomals defed by the followg formula [3 : c z,a 0 a z ;. Aother detty satsfed by the h-pascal Tragle s the sum of all elemets a colum s gve by : hh + j [ j 3 h-fboacc umbers h,h [ + j + h,h.3 I ths secto, the h-fboacc umbers are troduced. It should be oted that the recurrece formula of these umbers depeds o the parameters h ad h. They reduced to the usual Fboacc umbers whe hh ad h goes to zero. 4
5 The h-fboacc umbers whch are obtaed by addg dagoal umbers of the h-pascal tragle, are gve by : F h,h [ 0 [ h,h, > 0 3. Sce hypergeometrc fuctos are mportat tool may braches of pure ad appled mathematcs, a drect coecto betwee h-fboacc umbers ad hypergeometrc fuctos ca be establshed. Ideed we have : F h,h 3 F / + /, / +,h ; + ; 4h 3. The lst the frst 0 h-fboacc, whe expaded powers seres of h ad h, are show the table below : F h,h f hh 4 + hh hh + h h h hh + 3h h h hh + 6h h h + + h 3 h h + h hh + 0h h h + + 4h 3 h h + h hh + 5h h h + + 0h 3 h h + h + + h 3 h h + h + h hh + h h h + + 0h 3 h h + h + + 5h 4 h h + h + h Table : Frst 0 umbers of h-fboacc ad Fboacc umbers. We also provded the table a lst of the classcal Fboacc umbers just to compare both of them. As t was atcpated, the F h,h sequece reduces to the usual f whe hh ad h goes to zero. Theorem. h-fboacc recurrece The h-fboacc umbers obey the followg recurrece formula F h,h + F h,h + hh F h,h
6 Usg equato 7., we have : F h,h + [ 0 [ F h,h + hh [ h,h 0 [ 0 [ [ h,h + h,h + hh [ [ F h,h + hh F h,h + h,h + As the usual Fboacc umbers, the h-fboacc umbers satsfy umerous dettes. We express some of them below : Theorem. The h-fboacc umbers have the property : hh F h,h + F h,h Usg the h-fboacc recurrece relato, we have : hh F h,h + F h,h + F h,h + hh F h,h + F h,h+ + F h,h hh F h,h + F h,h F h,h. hh F h,h + 3 F h,h 5 F h,h 4 hh F h,h + F h,h + 4 F h,h + 3 hh F h,h + F h,h 3 F h,h Addg all these equatos, we get : hh F h,h + F h,h + + F h,h + F h,h + Theorem 3. The followg detty holds h h ; F h,h + F h,h 3.5 6
7 Usg the h-fboacc recurrece relatos, we have : F h,h F h,h hh F h,h + F h,h + 3 F h,h + hh + F h,h + 4 F h,h + 5 F h,h + 4 hh + F h,h +3 6 F h,h +. F h,h +. hh + F h,h + + F h,h F h,h hh + 3 F h,h + 4 F h,h + 3 F h,h + 4 hh + F h,h + F h,h + F h,h + hh + F h,h + 0 Multplyg F h,h + by h h ; ad addg these equatos, we get : h h ; F h,h + F h,h h h ; F h,h ++ 0 F h,h Theorem 4. For > 0, we have the followg property of the h-fboacc umbers, h h ; F h,h + F h,h + h h ; 3.6 Usg the h-fboacc recurrece relatos, we have : F h,h F h,h + hh F h,h + F h,h + F h,h + hh + F h,h + 3 F h,h + 4 F h,h + 3 hh + F h,h +3 5 F h,h +. F h,h + + hh + F h,h + +. F h,h + 4 F h,h + 5 hh + F h,h + 3 F h,h + F h,h + 3 hh + F h,h + 7
8 Multplyg F h,h + by h h ; ad addg these equatos, we get : h h ; F h,h + F h,h + h h ; F h,h + F h,h + h h ; Aother way of troducg the Fboacc umbers s to use the Q-matrx formulato where Q s gve by : Q 0 Now by rasg Q to the th power, t ca be show that : Q f+ f where ±, ±, ±3,. f f I the ext secto, we wll troduce the h-fboacc matrces based o h- Fboacc operators. Here the Q h -matrx operators are utlzed whch are a geeralzato of the Q-matrx that depeds o the parameter h. 4 Matrx Represetato of h-fboacc Numbers Sce the h-fboacc umbers volve the shfted factoral, t s coveet for us to use repeated dervatos to hadle t : h d dt t h t h h ; 4. The latter equato permts us to defe what we call here the h-fboacc operators as follows : where F 0 0,F. F [ 0 h d dt 4. Wth these operators, the h-fboacc umbers ca be expressed as : F h,h F t h t 4.3 8
9 Moreover, t s easy to see that the Fboacc operators obey the followg recurrece formula : F + F h d dt F 4.4 Ths sequece of operators ca be exteded to egatve subscrpts by defg them as : h d dt F F + F 4.5 To reformulate the h-fboacc umbers a matrx represetato, let use frst cosder the matrx operators Q h, Q h h d 4.6 dt 0 whch ca be represeted terms of the h-fboacc operators as follows, F Q h F h d dt F h d dt F 0 The geeral, for the th power of the Q h -matrx, we wll get : F+ F Q h h d dt F h d dt F Theorem 5. For ay gve > 0, the followg property holds for the th power of the Q h,h - matrx : Q h,h where Q h,h Q h t h t F h,h + F h,h hh F h,h + hh F h,h + The proof of ths theorem s straghtforward usg deftos. By tag the verse of the Q h -matrx, t s easy to fd that : h d h d dt Q h dt F 0 F h d dt F F ad geeral, the verse of the Q h -matrx to the th power ca be wrtte as : h d dt Q h h d dt F F h d dt F 4. F + whch meas that : h d dt F F 4. Ths result mples that the h-fboacc umbers wth egatve dces ca be expressed terms of the postve dces. 9
10 Theorem 6. For 0, we have the followg property that relates the h-fboacc umber wth egatve dex to the oe wth a postve dex, hh F h,h + F h,h 4.3 By defto, we have h d F t h t hh h,h F + dt Now usg equato 4.3 we get, hh F h,h + F t h t F h,h Next we derve some ce dettes betwee h-fboacc operators. Theorem 7. Let be a postve teger. The F + F F h d dt 4.4 Ths theorem s easly prove by tag the determat equato 4.9 ad usg the fact that detq h detq h. Theorem 8. Let ad m be postve tegers. The we have, F m++ F m+ F + h d dt F mf F m+ F m+ F h d dt F mf F m+ F m F + h d dt F m F F m+ F m F h d dt F m F 4.5 The proof of ths theorem s straghtforward by usg that Q h m+ Q h m Q h ad equatg the correspodg matrx etres. 0
11 Sce Q h -matrx s a matrx, the matrx powers of ths matrx are ot depedet. Ideed the Cayley-Hamlto theorem mples that : Hece : Q h Q h h d dt I 4.6 Q h F Q h h d dt F I 4.7 Theorem 9. We have 0 h d F dt F F F 4.8 By tag the th power of equato 4.7, we get Q h F Q h h d dt F I 0 0 F h d F dt Q h F h d F dt F Q h h ddt I By equatg the matrx elemet above, we get : F 0 h d F dt F F Smlarly, usg the Cayley-Hamlto theorem we ca re-express equato 4. as : h d Q dt h + F Q h F + I 4.9 Theorem 0. We have 0 + F F + F F 4.0
12 By tag the th power of equato 4.9, we get h d Q dt h + F Q h F + I + 0 F + 0 The matrx elemet of the above matrx gves : + F 0 F F + Q h F Q h h d dt F I F F + F whch meas F 0 + F F + F 5 h-bet Formula Bet s formula s well ow the Fboacc umbers theory. I ths secto, we derve the h-bet s formula for the h-fboacc umbers usg the Q h -matrx formulato. Theorem. for all 0, we have for the h-fboacc operators F λ + λ where λ ± are the egevalues of the matrx Q h, h d dt gve by : λ ± ± + 4 h d dt The egevalues of the matrx Q h are obtaed from : λ λ 0 h d dt 5. 5.
13 By solvg the determat for λ, we get the two real solutos λ ± equato 5.. Now the matrx Q h ca be wrtte terms of the egevalues λ ± ad egevectors as : Q h λ λ + λ+ 0 0 λ λ λ + From ths, we obta the Q h matrx to the th power, λ Q h + 0 λ λ + λ λ + 0 λ λ + + λ+ λ+ λ λ + λ λ + λ λ + λ λ + λ λ+ λ We fally get : F q + λ + λ q +4 h d dt + 4 h d dt +4 h d dt We use the Bet s formula to derve some dettes betwee h-fboacc operators ad umbers. Theorem. h-catala s detty The followg property holds for h-fboacc operators : F m F +m F + m h d m F m dt 5.3 3
14 Usg h-bet s formula, we have : F m F +m F λ m + λ m. λ+m + λ +m λ + λ λ m + λ+m λ+ +m λ m + λ + λ Now sce λ + λ h d dt, we get λ +λ λ m + λ + m λ + λ λ +λ m λ m + + λ m λ m +λ m λ + λ m λ m + λ m λ + λ m F m F m F +m F + m h d dt m F m Theorem 3. h- d Ocage detty If > m, the F m F + F m+ F h d dt F m Usg aga the h-bet s formula, we have : + λ+ F m F + F m+ F λm + λm. λ+ + λ m+. λ + λ λm+ λ+ + λm λm + λ+ + λ + λm+ + λ m+ + λ λ +λ m + λ m +λ λ + + λ λ + λm + λm + λ λ + λ λm + λ m h dt d F m 5.4 4
15 Theorem 4. h d dt F F 5.5 By usg the h-bet s formula, we have : h d dt F λ + λ λ + λ λ + λ + λ + λ + λ + λ + λ λ λ + λ + λ + λ λ + + λ + λ F λ + λ λ where we have used λ ± λ. Theorem 5. F h,h + F h,h 5.6 Ths theorem s easly prove usg the latter theorem. Theorem 6. F F 5.7 5
16 F λ + λ + λ + λ λ λ + λ + λ F λ + λ Theorem 7. F h,h F h,h 5.8 The proof follows from the latter theorem. 6 Geeratg Fucto for h-fboacc Operators I ths secto, the geeratg fuctos for the h-fboacc operators are gve. As a result, the h-fboacc operator sequeces are see as the coeffcets of the power seres of the correspodg geeratg fucto. To derve a geeratg fucto for h-fboacc operators, cosder the fucto gx gve by : gx F x 6. 0 It follows that gx F 0 x 0 F x gx x 6
17 Hece gx x From whch we get : Thus x gx F x F x + h ddt F x F x λ + λ x F x where we have used λ + + λ. x gx λ + λ x gx 0 x + λ+ λ x gx x x x + λ + λ x x λ + x λ x So the geeratg fucto for the h-fboacc operators s : gx x λ + x λ x F x 6. Next we lst the geeratg fuctos that geerate the varous powers ad products of the h-fboacc sequeces. Theorem 8. We have 0 x λ + x λ x F x 6.3 Usg the h-bet formula, we have : F x λ + λ x λ + x 0 λ x λ + x λ x λ + λ x λ + x λ x x λ + x λ x 7
18 Theorem 9. We have Usg the h-bet formula, we have : F + x 0 + λ + λ x λ + x λ x F + x 6.4 λ+ + λ x λ + + x 0 λ+ λ + x λ λ x + λ + λ x λ + x λ x + λ + λ x λ + x λ x λ + x Theorem 0. We have F m + λ + λ F m x λ + x λ x Usg the h-bet formula, we have : F m+ x 0 λ m+ + λ m+ λ 0 + λ 0 F m+ x x λ m+ + x 0 λ m + λ + x λm λ x λm + λm + λ +λ λ m + λ m x λ + x λ x F m λ + λ F m x λ + x λ x λ m+ x 8
19 Theorem. We have x + λ + λ x λ + x λ x λ + λ x x λ + x λ x λ + λ x λ + x λ x λ + λ x F x F F + x F + F + x 6.8 x + λ + λ x + λ 3 + λ3 x3 λ 3 + x λ 3 x λ + λ x λ + λ x F 3 x 6.9 Easy to prove usg h-bet s formula. The followg proposto gves us the value for the h-fboacc sequece seres wth weghts p +. Theorem. For each o-vashg teger umber p : 0 0 F p + Usg the h-bet s formula, we get : F + p + λ p +.λ 0 p 0 0 p p + λ + λ p λ + p λ λ+ p 0 λ p Equato 6.0 yelds the followg results for partcular values of p : Whe p Whe p 3 Whe p 8 Whe p 0 0 F 0 F 0 F λ + λ f ++λ + λ λ + λ f 5 ++λ + λ λ + λ f 0 ++λ + λ F λ + λ f ++λ + λ where f appearg the deomator s the usual Fboacc umber. 9
20 7 Coclusos h-aalogue of Fboacc umbers have bee troduced ad studed. Several propertes of these umbers are derved. I addto, the h-bet s formula for these umbers s foud ad the geeratg fucto of these h-fboacc sequeces ad ther varous powers have bee deduced. It s straghtforward to troduce the h-lucas umbers. Ths wor s progress [4. It s possble to troduce the q h-aalogue of Foacc umbers by usg the q h-aalogue of bomal coeffcets whch was troduced [5. Ideed the q h-aalogue of bomal coeffcets was foud to be : [ [ h [ h ;[ hh 7. h;[ q,h,h These coeffcets obey to the followg propertes : q q ad [ + q,h,h [ + + q [ q,h,h q,h,h hh [ + q [ + q + hh [ [ q,h,h + q,h,h + The q h-aalogue of Fboacc umbers wll be defed as follows : q F h,h + [ 0 q [ ad they obey the followg recurrece formula : q,h,h q F h,h + q F h,h + q q F h,h For hh ad h 0, the q h-aalogue of Fboacc umbers are just the q-fboacc umbers see [6. Smlarly, several propertes of the q h-aalogue of Fboacc umbers ca be derved. We lst below some of them whch are easy to prove from the recurrece formula. 0 0 hh 0 q q F h,h + q F h,h + q h h q ; F h,h + q F h,h h h ; q F h,h + /q q F h,h + h h ; 7.6 0
21 Acowledgmets I would le to tha Tom Koorwder for hs helpful commets ad suggestos. Refereces [ T. Koshy, Fboacc ad Lucas Numbers wth Applcatos, Wley, New Yor, 00. [ H. Beaoum, h aalog of Newto s bomal formula, J.Phys.A:Math. Ge. 3 L75,998. e-prt: math-ph/980. [3 T.S. Chhara, A Itroducto to Orthogoal Polyomals, Gordo ad Breach, New Yor, 978. [4 H. Beaoum, h-aalogue of Lucas umbers, wor progress. [5 H. Beaoum, q,h - aalog of Newto s bomal formula, J.Phys.A:Math. Ge ,999. e-prt: math-ph/9808. [6 L. Carltz, Fboacc otes. 3 : q-fboacc umbers, Fboacc Quarterly ; Fboacc otes 4 : q-fboacc polyomals, Fboacc Quarterly 3 97, 975.
h-analogue of Fibonacci Numbers
h-analogue of Fbonacc Numbers arxv:090.0038v [math-ph 30 Sep 009 H.B. Benaoum Prnce Mohammad Unversty, Al-Khobar 395, Saud Araba Abstract In ths paper, we ntroduce the h-analogue of Fbonacc numbers for
More informationFibonacci Identities as Binomial Sums
It. J. Cotemp. Math. Sceces, Vol. 7, 1, o. 38, 1871-1876 Fboacc Idettes as Bomal Sums Mohammad K. Azara Departmet of Mathematcs, Uversty of Evasvlle 18 Lcol Aveue, Evasvlle, IN 477, USA E-mal: azara@evasvlle.edu
More informationLINEAR RECURRENT SEQUENCES AND POWERS OF A SQUARE MATRIX
INTEGERS: ELECTRONIC JOURNAL OF COMBINATORIAL NUMBER THEORY 6 2006, #A12 LINEAR RECURRENT SEQUENCES AND POWERS OF A SQUARE MATRIX Hacèe Belbachr 1 USTHB, Departmet of Mathematcs, POBox 32 El Ala, 16111,
More informationBivariate Vieta-Fibonacci and Bivariate Vieta-Lucas Polynomials
IOSR Joural of Mathematcs (IOSR-JM) e-issn: 78-78, p-issn: 19-76X. Volume 1, Issue Ver. II (Jul. - Aug.016), PP -0 www.osrjourals.org Bvarate Veta-Fboacc ad Bvarate Veta-Lucas Polomals E. Gokce KOCER 1
More informationarxiv: v4 [math.nt] 14 Aug 2015
arxv:52.799v4 [math.nt] 4 Aug 25 O the propertes of terated bomal trasforms for the Padova ad Perr matrx sequeces Nazmye Ylmaz ad Necat Tasara Departmet of Mathematcs, Faculty of Scece, Selcu Uversty,
More information#A27 INTEGERS 13 (2013) SOME WEIGHTED SUMS OF PRODUCTS OF LUCAS SEQUENCES
#A27 INTEGERS 3 (203) SOME WEIGHTED SUMS OF PRODUCTS OF LUCAS SEQUENCES Emrah Kılıç Mathematcs Departmet, TOBB Uversty of Ecoomcs ad Techology, Akara, Turkey eklc@etu.edu.tr Neşe Ömür Mathematcs Departmet,
More informationAssignment 7/MATH 247/Winter, 2010 Due: Friday, March 19. Powers of a square matrix
Assgmet 7/MATH 47/Wter, 00 Due: Frday, March 9 Powers o a square matrx Gve a square matrx A, ts powers A or large, or eve arbtrary, teger expoets ca be calculated by dagoalzg A -- that s possble (!) Namely,
More informationNeville Robbins Mathematics Department, San Francisco State University, San Francisco, CA (Submitted August 2002-Final Revision December 2002)
Nevlle Robbs Mathematcs Departmet, Sa Fracsco State Uversty, Sa Fracsco, CA 943 (Submtted August -Fal Revso December ) INTRODUCTION The Lucas tragle s a fte tragular array of atural umbers that s a varat
More informationSome identities involving the partial sum of q-binomial coefficients
Some dettes volvg the partal sum of -bomal coeffcets Bg He Departmet of Mathematcs, Shagha Key Laboratory of PMMP East Cha Normal Uversty 500 Dogchua Road, Shagha 20024, People s Republc of Cha yuhe00@foxmal.com
More informationMu Sequences/Series Solutions National Convention 2014
Mu Sequeces/Seres Solutos Natoal Coveto 04 C 6 E A 6C A 6 B B 7 A D 7 D C 7 A B 8 A B 8 A C 8 E 4 B 9 B 4 E 9 B 4 C 9 E C 0 A A 0 D B 0 C C Usg basc propertes of arthmetc sequeces, we fd a ad bm m We eed
More informationCHAPTER 4 RADICAL EXPRESSIONS
6 CHAPTER RADICAL EXPRESSIONS. The th Root of a Real Number A real umber a s called the th root of a real umber b f Thus, for example: s a square root of sce. s also a square root of sce ( ). s a cube
More informationComplete Convergence and Some Maximal Inequalities for Weighted Sums of Random Variables
Joural of Sceces, Islamc Republc of Ira 8(4): -6 (007) Uversty of Tehra, ISSN 06-04 http://sceces.ut.ac.r Complete Covergece ad Some Maxmal Iequaltes for Weghted Sums of Radom Varables M. Am,,* H.R. Nl
More informationDecomposition of Hadamard Matrices
Chapter 7 Decomposto of Hadamard Matrces We hae see Chapter that Hadamard s orgal costructo of Hadamard matrces states that the Kroecer product of Hadamard matrces of orders m ad s a Hadamard matrx of
More information18.413: Error Correcting Codes Lab March 2, Lecture 8
18.413: Error Correctg Codes Lab March 2, 2004 Lecturer: Dael A. Spelma Lecture 8 8.1 Vector Spaces A set C {0, 1} s a vector space f for x all C ad y C, x + y C, where we take addto to be compoet wse
More informationChapter 2 - Free Vibration of Multi-Degree-of-Freedom Systems - II
CEE49b Chapter - Free Vbrato of Mult-Degree-of-Freedom Systems - II We ca obta a approxmate soluto to the fudametal atural frequecy through a approxmate formula developed usg eergy prcples by Lord Raylegh
More informationQ-analogue of a Linear Transformation Preserving Log-concavity
Iteratoal Joural of Algebra, Vol. 1, 2007, o. 2, 87-94 Q-aalogue of a Lear Trasformato Preservg Log-cocavty Daozhog Luo Departmet of Mathematcs, Huaqao Uversty Quazhou, Fua 362021, P. R. Cha ldzblue@163.com
More informationNon-uniform Turán-type problems
Joural of Combatoral Theory, Seres A 111 2005 106 110 wwwelsevercomlocatecta No-uform Turá-type problems DhruvMubay 1, Y Zhao 2 Departmet of Mathematcs, Statstcs, ad Computer Scece, Uversty of Illos at
More informationArithmetic Mean and Geometric Mean
Acta Mathematca Ntresa Vol, No, p 43 48 ISSN 453-6083 Arthmetc Mea ad Geometrc Mea Mare Varga a * Peter Mchalča b a Departmet of Mathematcs, Faculty of Natural Sceces, Costate the Phlosopher Uversty Ntra,
More informationChapter 9 Jordan Block Matrices
Chapter 9 Jorda Block atrces I ths chapter we wll solve the followg problem. Gve a lear operator T fd a bass R of F such that the matrx R (T) s as smple as possble. f course smple s a matter of taste.
More informationApplication of Legendre Bernstein basis transformations to degree elevation and degree reduction
Computer Aded Geometrc Desg 9 79 78 www.elsever.com/locate/cagd Applcato of Legedre Berste bass trasformatos to degree elevato ad degree reducto Byug-Gook Lee a Yubeom Park b Jaechl Yoo c a Dvso of Iteret
More informationThird handout: On the Gini Index
Thrd hadout: O the dex Corrado, a tala statstca, proposed (, 9, 96) to measure absolute equalt va the mea dfferece whch s defed as ( / ) where refers to the total umber of dvduals socet. Assume that. The
More informationDerivation of 3-Point Block Method Formula for Solving First Order Stiff Ordinary Differential Equations
Dervato of -Pot Block Method Formula for Solvg Frst Order Stff Ordary Dfferetal Equatos Kharul Hamd Kharul Auar, Kharl Iskadar Othma, Zara Bb Ibrahm Abstract Dervato of pot block method formula wth costat
More information02/15/04 INTERESTING FINITE AND INFINITE PRODUCTS FROM SIMPLE ALGEBRAIC IDENTITIES
0/5/04 ITERESTIG FIITE AD IFIITE PRODUCTS FROM SIMPLE ALGEBRAIC IDETITIES Thomas J Osler Mathematcs Departmet Rowa Uversty Glassboro J 0808 Osler@rowaedu Itroducto The dfferece of two squares, y = + y
More informationA Study on Generalized Generalized Quasi hyperbolic Kac Moody algebra QHGGH of rank 10
Global Joural of Mathematcal Sceces: Theory ad Practcal. ISSN 974-3 Volume 9, Number 3 (7), pp. 43-4 Iteratoal Research Publcato House http://www.rphouse.com A Study o Geeralzed Geeralzed Quas (9) hyperbolc
More information1 Onto functions and bijections Applications to Counting
1 Oto fuctos ad bectos Applcatos to Coutg Now we move o to a ew topc. Defto 1.1 (Surecto. A fucto f : A B s sad to be surectve or oto f for each b B there s some a A so that f(a B. What are examples of
More informationThe k-nacci triangle and applications
Kuhapataakul & Aataktpasal, Coget Mathematcs 7, : 9 https://doorg/8/879 PURE MATHEMATICS RESEARCH ARTICLE The k-acc tragle ad applcatos Katapho Kuhapataakul * ad Porpawee Aataktpasal Receved: March 7 Accepted:
More informationarxiv:math/ v1 [math.gm] 8 Dec 2005
arxv:math/05272v [math.gm] 8 Dec 2005 A GENERALIZATION OF AN INEQUALITY FROM IMO 2005 NIKOLAI NIKOLOV The preset paper was spred by the thrd problem from the IMO 2005. A specal award was gve to Yure Boreko
More informationLecture 07: Poles and Zeros
Lecture 07: Poles ad Zeros Defto of poles ad zeros The trasfer fucto provdes a bass for determg mportat system respose characterstcs wthout solvg the complete dfferetal equato. As defed, the trasfer fucto
More informationMATH 247/Winter Notes on the adjoint and on normal operators.
MATH 47/Wter 00 Notes o the adjot ad o ormal operators I these otes, V s a fte dmesoal er product space over, wth gve er * product uv, T, S, T, are lear operators o V U, W are subspaces of V Whe we say
More informationF. Inequalities. HKAL Pure Mathematics. 進佳數學團隊 Dr. Herbert Lam 林康榮博士. [Solution] Example Basic properties
進佳數學團隊 Dr. Herbert Lam 林康榮博士 HKAL Pure Mathematcs F. Ieualtes. Basc propertes Theorem Let a, b, c be real umbers. () If a b ad b c, the a c. () If a b ad c 0, the ac bc, but f a b ad c 0, the ac bc. Theorem
More informationSolving Constrained Flow-Shop Scheduling. Problems with Three Machines
It J Cotemp Math Sceces, Vol 5, 2010, o 19, 921-929 Solvg Costraed Flow-Shop Schedulg Problems wth Three Maches P Pada ad P Rajedra Departmet of Mathematcs, School of Advaced Sceces, VIT Uversty, Vellore-632
More informationEntropy ISSN by MDPI
Etropy 2003, 5, 233-238 Etropy ISSN 1099-4300 2003 by MDPI www.mdp.org/etropy O the Measure Etropy of Addtve Cellular Automata Hasa Aı Arts ad Sceces Faculty, Departmet of Mathematcs, Harra Uversty; 63100,
More informationOn quaternions with generalized Fibonacci and Lucas number components
Polatl Kesm Advaces Dfferece Equatos (205) 205:69 DOI 0.86/s3662-05-05-x R E S E A R C H Ope Access O quateros wth geeralzed Fboacc Lucas umber compoets Emrah Polatl * Seyhu Kesm * Correspodece: emrah.polatl@beu.edu.tr
More informationmeans the first term, a2 means the term, etc. Infinite Sequences: follow the same pattern forever.
9.4 Sequeces ad Seres Pre Calculus 9.4 SEQUENCES AND SERIES Learg Targets:. Wrte the terms of a explctly defed sequece.. Wrte the terms of a recursvely defed sequece. 3. Determe whether a sequece s arthmetc,
More informationInvestigating Cellular Automata
Researcher: Taylor Dupuy Advsor: Aaro Wootto Semester: Fall 4 Ivestgatg Cellular Automata A Overvew of Cellular Automata: Cellular Automata are smple computer programs that geerate rows of black ad whte
More informationON THE ELEMENTARY SYMMETRIC FUNCTIONS OF A SUM OF MATRICES
Joural of lgebra, umber Theory: dvaces ad pplcatos Volume, umber, 9, Pages 99- O THE ELEMETRY YMMETRIC FUCTIO OF UM OF MTRICE R.. COT-TO Departmet of Mathematcs Uversty of Calfora ata Barbara, C 96 U...
More informationPart 4b Asymptotic Results for MRR2 using PRESS. Recall that the PRESS statistic is a special type of cross validation procedure (see Allen (1971))
art 4b Asymptotc Results for MRR usg RESS Recall that the RESS statstc s a specal type of cross valdato procedure (see Alle (97)) partcular to the regresso problem ad volves fdg Y $,, the estmate at the
More informationSome results and conjectures about recurrence relations for certain sequences of binomial sums.
Soe results ad coectures about recurrece relatos for certa sequeces of boal sus Joha Cgler Faultät für Matheat Uverstät We A-9 We Nordbergstraße 5 Joha Cgler@uveacat Abstract I a prevous paper [] I have
More informationCubic Nonpolynomial Spline Approach to the Solution of a Second Order Two-Point Boundary Value Problem
Joural of Amerca Scece ;6( Cubc Nopolyomal Sple Approach to the Soluto of a Secod Order Two-Pot Boudary Value Problem W.K. Zahra, F.A. Abd El-Salam, A.A. El-Sabbagh ad Z.A. ZAk * Departmet of Egeerg athematcs
More informationUNIT 2 SOLUTION OF ALGEBRAIC AND TRANSCENDENTAL EQUATIONS
Numercal Computg -I UNIT SOLUTION OF ALGEBRAIC AND TRANSCENDENTAL EQUATIONS Structure Page Nos..0 Itroducto 6. Objectves 7. Ital Approxmato to a Root 7. Bsecto Method 8.. Error Aalyss 9.4 Regula Fals Method
More informationLebesgue Measure of Generalized Cantor Set
Aals of Pure ad Appled Mathematcs Vol., No.,, -8 ISSN: -8X P), -888ole) Publshed o 8 May www.researchmathsc.org Aals of Lebesgue Measure of Geeralzed ator Set Md. Jahurul Islam ad Md. Shahdul Islam Departmet
More informationChapter 4 Multiple Random Variables
Revew for the prevous lecture: Theorems ad Examples: How to obta the pmf (pdf) of U = g (, Y) ad V = g (, Y) Chapter 4 Multple Radom Varables Chapter 44 Herarchcal Models ad Mxture Dstrbutos Examples:
More informationGeneralization of the Dissimilarity Measure of Fuzzy Sets
Iteratoal Mathematcal Forum 2 2007 o. 68 3395-3400 Geeralzato of the Dssmlarty Measure of Fuzzy Sets Faramarz Faghh Boformatcs Laboratory Naobotechology Research Ceter vesa Research Isttute CECR Tehra
More informationA unified matrix representation for degree reduction of Bézier curves
Computer Aded Geometrc Desg 21 2004 151 164 wwwelsevercom/locate/cagd A ufed matrx represetato for degree reducto of Bézer curves Hask Suwoo a,,1, Namyog Lee b a Departmet of Mathematcs, Kokuk Uversty,
More informationAN UPPER BOUND FOR THE PERMANENT VERSUS DETERMINANT PROBLEM BRUNO GRENET
AN UPPER BOUND FOR THE PERMANENT VERSUS DETERMINANT PROBLEM BRUNO GRENET Abstract. The Permaet versus Determat problem s the followg: Gve a matrx X of determates over a feld of characterstc dfferet from
More informationExtend the Borel-Cantelli Lemma to Sequences of. Non-Independent Random Variables
ppled Mathematcal Sceces, Vol 4, 00, o 3, 637-64 xted the Borel-Catell Lemma to Sequeces of No-Idepedet Radom Varables olah Der Departmet of Statstc, Scece ad Research Campus zad Uversty of Tehra-Ira der53@gmalcom
More informationChapter 3. Linear Equations and Matrices
Vector Spaces Physcs 8/6/05 hapter Lear Equatos ad Matrces wde varety of physcal problems volve solvg systems of smultaeous lear equatos These systems of lear equatos ca be ecoomcally descrbed ad effcetly
More informationANALYSIS ON THE NATURE OF THE BASIC EQUATIONS IN SYNERGETIC INTER-REPRESENTATION NETWORK
Far East Joural of Appled Mathematcs Volume, Number, 2008, Pages Ths paper s avalable ole at http://www.pphm.com 2008 Pushpa Publshg House ANALYSIS ON THE NATURE OF THE ASI EQUATIONS IN SYNERGETI INTER-REPRESENTATION
More informationMaps on Triangular Matrix Algebras
Maps o ragular Matrx lgebras HMED RMZI SOUROUR Departmet of Mathematcs ad Statstcs Uversty of Vctora Vctora, BC V8W 3P4 CND sourour@mathuvcca bstract We surveys results about somorphsms, Jorda somorphsms,
More informationNumerical Analysis Formulae Booklet
Numercal Aalyss Formulae Booklet. Iteratve Scemes for Systems of Lear Algebrac Equatos:.... Taylor Seres... 3. Fte Dfferece Approxmatos... 3 4. Egevalues ad Egevectors of Matrces.... 3 5. Vector ad Matrx
More information1 Lyapunov Stability Theory
Lyapuov Stablty heory I ths secto we cosder proofs of stablty of equlbra of autoomous systems. hs s stadard theory for olear systems, ad oe of the most mportat tools the aalyss of olear systems. It may
More informationAssignment 5/MATH 247/Winter Due: Friday, February 19 in class (!) (answers will be posted right after class)
Assgmet 5/MATH 7/Wter 00 Due: Frday, February 9 class (!) (aswers wll be posted rght after class) As usual, there are peces of text, before the questos [], [], themselves. Recall: For the quadratc form
More informationTESTS BASED ON MAXIMUM LIKELIHOOD
ESE 5 Toy E. Smth. The Basc Example. TESTS BASED ON MAXIMUM LIKELIHOOD To llustrate the propertes of maxmum lkelhood estmates ad tests, we cosder the smplest possble case of estmatg the mea of the ormal
More informationChapter 5 Properties of a Random Sample
Lecture 6 o BST 63: Statstcal Theory I Ku Zhag, /0/008 Revew for the prevous lecture Cocepts: t-dstrbuto, F-dstrbuto Theorems: Dstrbutos of sample mea ad sample varace, relatoshp betwee sample mea ad sample
More informationMOLECULAR VIBRATIONS
MOLECULAR VIBRATIONS Here we wsh to vestgate molecular vbratos ad draw a smlarty betwee the theory of molecular vbratos ad Hückel theory. 1. Smple Harmoc Oscllator Recall that the eergy of a oe-dmesoal
More informationMultivariate Transformation of Variables and Maximum Likelihood Estimation
Marquette Uversty Multvarate Trasformato of Varables ad Maxmum Lkelhood Estmato Dael B. Rowe, Ph.D. Assocate Professor Departmet of Mathematcs, Statstcs, ad Computer Scece Copyrght 03 by Marquette Uversty
More informationApplication of Generating Functions to the Theory of Success Runs
Aled Mathematcal Sceces, Vol. 10, 2016, o. 50, 2491-2495 HIKARI Ltd, www.m-hkar.com htt://dx.do.org/10.12988/ams.2016.66197 Alcato of Geeratg Fuctos to the Theory of Success Rus B.M. Bekker, O.A. Ivaov
More informationCan we take the Mysticism Out of the Pearson Coefficient of Linear Correlation?
Ca we tae the Mstcsm Out of the Pearso Coeffcet of Lear Correlato? Itroducto As the ttle of ths tutoral dcates, our purpose s to egeder a clear uderstadg of the Pearso coeffcet of lear correlato studets
More informationLecture 3. Sampling, sampling distributions, and parameter estimation
Lecture 3 Samplg, samplg dstrbutos, ad parameter estmato Samplg Defto Populato s defed as the collecto of all the possble observatos of terest. The collecto of observatos we take from the populato s called
More informationOn generalized fuzzy mean code word lengths. Department of Mathematics, Jaypee University of Engineering and Technology, Guna, Madhya Pradesh, India
merca Joural of ppled Mathematcs 04; (4): 7-34 Publshed ole ugust 30, 04 (http://www.scecepublshggroup.com//aam) do: 0.648/.aam.04004.3 ISSN: 330-0043 (Prt); ISSN: 330-006X (Ole) O geeralzed fuzzy mea
More informationFunctions of Random Variables
Fuctos of Radom Varables Chapter Fve Fuctos of Radom Varables 5. Itroducto A geeral egeerg aalyss model s show Fg. 5.. The model output (respose) cotas the performaces of a system or product, such as weght,
More information. The set of these sums. be a partition of [ ab, ]. Consider the sum f( x) f( x 1)
Chapter 7 Fuctos o Bouded Varato. Subject: Real Aalyss Level: M.Sc. Source: Syed Gul Shah (Charma, Departmet o Mathematcs, US Sargodha Collected & Composed by: Atq ur Rehma (atq@mathcty.org, http://www.mathcty.org
More informationStrong Convergence of Weighted Averaged Approximants of Asymptotically Nonexpansive Mappings in Banach Spaces without Uniform Convexity
BULLETIN of the MALAYSIAN MATHEMATICAL SCIENCES SOCIETY Bull. Malays. Math. Sc. Soc. () 7 (004), 5 35 Strog Covergece of Weghted Averaged Appromats of Asymptotcally Noepasve Mappgs Baach Spaces wthout
More information4 Inner Product Spaces
11.MH1 LINEAR ALGEBRA Summary Notes 4 Ier Product Spaces Ier product s the abstracto to geeral vector spaces of the famlar dea of the scalar product of two vectors or 3. I what follows, keep these key
More informationEstimation of Stress- Strength Reliability model using finite mixture of exponential distributions
Iteratoal Joural of Computatoal Egeerg Research Vol, 0 Issue, Estmato of Stress- Stregth Relablty model usg fte mxture of expoetal dstrbutos K.Sadhya, T.S.Umamaheswar Departmet of Mathematcs, Lal Bhadur
More information2006 Jamie Trahan, Autar Kaw, Kevin Martin University of South Florida United States of America
SOLUTION OF SYSTEMS OF SIMULTANEOUS LINEAR EQUATIONS Gauss-Sedel Method 006 Jame Traha, Autar Kaw, Kev Mart Uversty of South Florda Uted States of Amerca kaw@eg.usf.edu Itroducto Ths worksheet demostrates
More informationOn the construction of symmetric nonnegative matrix with prescribed Ritz values
Joural of Lear ad Topologcal Algebra Vol. 3, No., 14, 61-66 O the costructo of symmetrc oegatve matrx wth prescrbed Rtz values A. M. Nazar a, E. Afshar b a Departmet of Mathematcs, Arak Uversty, P.O. Box
More informationEulerian numbers revisited : Slices of hypercube
Eulera umbers revsted : Slces of hypercube Kgo Kobayash, Hajme Sato, Mamoru Hosh, ad Hroyosh Morta Abstract I ths talk, we provde a smple proof o a terestg equalty coectg the umber of permutatos of,...,
More informationSolution of General Dual Fuzzy Linear Systems. Using ABS Algorithm
Appled Mathematcal Sceces, Vol 6, 0, o 4, 63-7 Soluto of Geeral Dual Fuzzy Lear Systems Usg ABS Algorthm M A Farborz Aragh * ad M M ossezadeh Departmet of Mathematcs, Islamc Azad Uversty Cetral ehra Brach,
More informationJournal of Mathematical Analysis and Applications
J. Math. Aal. Appl. 365 200) 358 362 Cotets lsts avalable at SceceDrect Joural of Mathematcal Aalyss ad Applcatos www.elsever.com/locate/maa Asymptotc behavor of termedate pots the dfferetal mea value
More informationIdeal multigrades with trigonometric coefficients
Ideal multgrades wth trgoometrc coeffcets Zarathustra Brady December 13, 010 1 The problem A (, k) multgrade s defed as a par of dstct sets of tegers such that (a 1,..., a ; b 1,..., b ) a j = =1 for all
More information{ }{ ( )} (, ) = ( ) ( ) ( ) Chapter 14 Exercises in Sampling Theory. Exercise 1 (Simple random sampling): Solution:
Chapter 4 Exercses Samplg Theory Exercse (Smple radom samplg: Let there be two correlated radom varables X ad A sample of sze s draw from a populato by smple radom samplg wthout replacemet The observed
More informationBounds for the Connective Eccentric Index
It. J. Cotemp. Math. Sceces, Vol. 7, 0, o. 44, 6-66 Bouds for the Coectve Eccetrc Idex Nlaja De Departmet of Basc Scece, Humates ad Socal Scece (Mathematcs Calcutta Isttute of Egeerg ad Maagemet Kolkata,
More informationMA 524 Homework 6 Solutions
MA 524 Homework 6 Solutos. Sce S(, s the umber of ways to partto [] to k oempty blocks, ad c(, s the umber of ways to partto to k oempty blocks ad also the arrage each block to a cycle, we must have S(,
More informationON THE LOGARITHMIC INTEGRAL
Hacettepe Joural of Mathematcs ad Statstcs Volume 39(3) (21), 393 41 ON THE LOGARITHMIC INTEGRAL Bra Fsher ad Bljaa Jolevska-Tueska Receved 29:9 :29 : Accepted 2 :3 :21 Abstract The logarthmc tegral l(x)
More informationMATH 371 Homework assignment 1 August 29, 2013
MATH 371 Homework assgmet 1 August 29, 2013 1. Prove that f a subset S Z has a smallest elemet the t s uque ( other words, f x s a smallest elemet of S ad y s also a smallest elemet of S the x y). We kow
More informationGENERALIZATIONS OF CEVA S THEOREM AND APPLICATIONS
GENERLIZTIONS OF CEV S THEOREM ND PPLICTIONS Floret Smaradache Uversty of New Mexco 200 College Road Gallup, NM 87301, US E-mal: smarad@um.edu I these paragraphs oe presets three geeralzatos of the famous
More informationEVALUATION OF FUNCTIONAL INTEGRALS BY MEANS OF A SERIES AND THE METHOD OF BOREL TRANSFORM
EVALUATION OF FUNCTIONAL INTEGRALS BY MEANS OF A SERIES AND THE METHOD OF BOREL TRANSFORM Jose Javer Garca Moreta Ph. D research studet at the UPV/EHU (Uversty of Basque coutry) Departmet of Theoretcal
More informationONE GENERALIZED INEQUALITY FOR CONVEX FUNCTIONS ON THE TRIANGLE
Joural of Pure ad Appled Mathematcs: Advaces ad Applcatos Volume 4 Number 205 Pages 77-87 Avalable at http://scetfcadvaces.co. DOI: http://.do.org/0.8642/jpamaa_7002534 ONE GENERALIZED INEQUALITY FOR CONVEX
More information1 Mixed Quantum State. 2 Density Matrix. CS Density Matrices, von Neumann Entropy 3/7/07 Spring 2007 Lecture 13. ψ = α x x. ρ = p i ψ i ψ i.
CS 94- Desty Matrces, vo Neuma Etropy 3/7/07 Sprg 007 Lecture 3 I ths lecture, we wll dscuss the bascs of quatum formato theory I partcular, we wll dscuss mxed quatum states, desty matrces, vo Neuma etropy
More informationOn the Primitive Classes of K * KHALED S. FELALI Department of Mathematical Sciences, Umm Al-Qura University, Makkah Al-Mukarramah, Saudi Arabia
JKAU: Sc., O vol. the Prmtve, pp. 55-62 Classes (49 of A.H. K (BU) / 999 A.D.) * 55 O the Prmtve Classes of K * (BU) KHALED S. FELALI Departmet of Mathematcal Sceces, Umm Al-Qura Uversty, Makkah Al-Mukarramah,
More informationThe Mathematical Appendix
The Mathematcal Appedx Defto A: If ( Λ, Ω, where ( λ λ λ whch the probablty dstrbutos,,..., Defto A. uppose that ( Λ,,..., s a expermet type, the σ-algebra o λ λ λ are defed s deoted by ( (,,...,, σ Ω.
More informationMatricial Potentiation
Matrcal Potetato By Ezo March* ad Mart Mates** Abstract I ths short ote we troduce the potetato of matrces of the same sze. We study some smple propertes ad some example. * Emertus Professor UNSL, Sa Lus
More informationMultiple Choice Test. Chapter Adequacy of Models for Regression
Multple Choce Test Chapter 06.0 Adequac of Models for Regresso. For a lear regresso model to be cosdered adequate, the percetage of scaled resduals that eed to be the rage [-,] s greater tha or equal to
More informationFourth Order Four-Stage Diagonally Implicit Runge-Kutta Method for Linear Ordinary Differential Equations ABSTRACT INTRODUCTION
Malasa Joural of Mathematcal Sceces (): 95-05 (00) Fourth Order Four-Stage Dagoall Implct Ruge-Kutta Method for Lear Ordar Dfferetal Equatos Nur Izzat Che Jawas, Fudzah Ismal, Mohamed Sulema, 3 Azm Jaafar
More informationTopological Indices of Hypercubes
202, TextRoad Publcato ISSN 2090-4304 Joural of Basc ad Appled Scetfc Research wwwtextroadcom Topologcal Idces of Hypercubes Sahad Daeshvar, okha Izbrak 2, Mozhga Masour Kalebar 3,2 Departmet of Idustral
More informationMAX-MIN AND MIN-MAX VALUES OF VARIOUS MEASURES OF FUZZY DIVERGENCE
merca Jr of Mathematcs ad Sceces Vol, No,(Jauary 0) Copyrght Md Reader Publcatos wwwjouralshubcom MX-MIN ND MIN-MX VLUES OF VRIOUS MESURES OF FUZZY DIVERGENCE RKTul Departmet of Mathematcs SSM College
More informationThe Lucas and Babbage congruences
The Lucas ad Baage cogrueces Dar Grerg Feruary 26, 2018 Cotets 01 Itroducto 1 1 The cogrueces 2 11 Bomal coeffcets 2 12 Negatve 3 13 The two cogrueces 4 2 Proofs 5 21 Basc propertes of omal coeffcets modulo
More informationComplete Convergence for Weighted Sums of Arrays of Rowwise Asymptotically Almost Negative Associated Random Variables
A^VÇÚO 1 32 ò 1 5 Ï 2016 c 10 Chese Joural of Appled Probablty ad Statstcs Oct., 2016, Vol. 32, No. 5, pp. 489-498 do: 10.3969/j.ss.1001-4268.2016.05.005 Complete Covergece for Weghted Sums of Arrays of
More informationOverview of the weighting constants and the points where we evaluate the function for The Gaussian quadrature Project two
Overvew of the weghtg costats ad the pots where we evaluate the fucto for The Gaussa quadrature Project two By Ashraf Marzouk ChE 505 Fall 005 Departmet of Mechacal Egeerg Uversty of Teessee Koxvlle, TN
More informationρ < 1 be five real numbers. The
Lecture o BST 63: Statstcal Theory I Ku Zhag, /0/006 Revew for the prevous lecture Deftos: covarace, correlato Examples: How to calculate covarace ad correlato Theorems: propertes of correlato ad covarace
More informationLecture 7. Confidence Intervals and Hypothesis Tests in the Simple CLR Model
Lecture 7. Cofdece Itervals ad Hypothess Tests the Smple CLR Model I lecture 6 we troduced the Classcal Lear Regresso (CLR) model that s the radom expermet of whch the data Y,,, K, are the outcomes. The
More informationMA/CSSE 473 Day 27. Dynamic programming
MA/CSSE 473 Day 7 Dyamc Programmg Bomal Coeffcets Warshall's algorthm (Optmal BSTs) Studet questos? Dyamc programmg Used for problems wth recursve solutos ad overlappg subproblems Typcally, we save (memoze)
More informationX X X E[ ] E X E X. is the ()m n where the ( i,)th. j element is the mean of the ( i,)th., then
Secto 5 Vectors of Radom Varables Whe workg wth several radom varables,,..., to arrage them vector form x, t s ofte coveet We ca the make use of matrx algebra to help us orgaze ad mapulate large umbers
More informationAlmost Sure Convergence of Pair-wise NQD Random Sequence
www.ccseet.org/mas Moder Appled Scece Vol. 4 o. ; December 00 Almost Sure Covergece of Par-wse QD Radom Sequece Yachu Wu College of Scece Gul Uversty of Techology Gul 54004 Cha Tel: 86-37-377-6466 E-mal:
More informationAhmed Elgamal. MDOF Systems & Modal Analysis
DOF Systems & odal Aalyss odal Aalyss (hese otes cover sectos from Ch. 0, Dyamcs of Structures, Al Chopra, Pretce Hall, 995). Refereces Dyamcs of Structures, Al K. Chopra, Pretce Hall, New Jersey, ISBN
More informationThe Role of Root System in Classification of Symmetric Spaces
Amerca Joural of Mathematcs ad Statstcs 2016, 6(5: 197-202 DOI: 10.5923/j.ajms.20160605.01 The Role of Root System Classfcato of Symmetrc Spaces M-Alam A. H. Ahmed 1,2 1 Departmet of Mathematcs, Faculty
More informationLecture Note to Rice Chapter 8
ECON 430 HG revsed Nov 06 Lecture Note to Rce Chapter 8 Radom matrces Let Y, =,,, m, =,,, be radom varables (r.v. s). The matrx Y Y Y Y Y Y Y Y Y Y = m m m s called a radom matrx ( wth a ot m-dmesoal dstrbuto,
More informationON THE MIKI AND MATIYASEVICH IDENTITIES FOR BERNOULLI NUMBERS
#A7 INTEGERS 4 (4) ON THE MIKI AND MATIYASEVICH IDENTITIES FOR BERNOULLI NUMBERS Takash Agoh Departmet of Mathematcs, Tokyo Uversty of Scece, Noda, Chba, Japa agoh takash@ma.oda.tus.ac.jp Receved: 3/9/3,
More informationUNIVERSITY OF OSLO DEPARTMENT OF ECONOMICS
UNIVERSITY OF OSLO DEPARTMENT OF ECONOMICS Postpoed exam: ECON430 Statstcs Date of exam: Jauary 0, 0 Tme for exam: 09:00 a.m. :00 oo The problem set covers 5 pages Resources allowed: All wrtte ad prted
More information