On the fractional chromatic number, the chromatic number, and graph products

Size: px
Start display at page:

Download "On the fractional chromatic number, the chromatic number, and graph products"

Transcription

1 O the fractioal chromatic umber, the chromatic umber, ad graph products Sadi Klavžar 1 Departmet of Mathematics, PEF, Uiversity of Maribor, Koroška cesta 160, 2000 Maribor, Sloveia sadi.klavzar@ui-lj.si Hog-Gwa Yeh 2 Departmet of Applied Mathematics, Natioal Uiversity of Kaohsiug, Kaohsiug, 811, Taiwa. hgyeh@uk.edu.tw Abstract It is show that the differece betwee the chromatic umber χ ad the fractioal chromatic umber χ f ca be arbitrarily large i the class of uiquely colorable, vertex trasitive graphs. For the lexicographic product G H it is show that χ(g H) χ f (G) χ(h). This boud has several cosequeces, i particular it uifies ad exteds several kow lower bouds. Lower bouds of Stahl (for geeral graphs) ad of Bollobás ad Thomaso (for uiquely colorable graphs) are also proved i a simple, elemetary way. Key words: chromatic umber, fractioal chromatic umber, graph product, uiquely colorable graph. 1 Itroductio A graph product is defied o the Cartesia product of the vertex sets of the factors, while its edges are determied by the edge sets of the factors. There 1 Supported by the Miistry of Sciece ad Techology of Sloveia uder the grat Supported i part by the Natioal Sciece Coucil uder grat NSC M Preprit submitted to Elsevier 5 October 2010

2 are 256 such products. The four most importat of them the Cartesia, the direct, the strog, ad the lexicographic oe are called the stadard graph products ad are defied below. For algebraic ad other reasos for the selectio of these four products to be the stadard oes, see the book [10]. For graphs G ad H, let G H, G H, G H ad G H be the Cartesia, the direct, the strog, ad the lexicographic product of G ad H, respectively. The vertex set of ay of these products is V (G) V (H). Vertices (a, x) ad (b, y) are adjacet i G H wheever ab E(G) ad x = y, or a = b ad xy E(H); are adjacet i G H wheever ab E(G) ad xy E(H); are adjacet i G H wheever ab E(G) ad x = y, or a = b ad xy E(H), or ab E(G) ad xy E(H); are adjacet i G H wheever ab E(G), or a = b ad xy E(H). Aother graph product that will be metioed is the disjuctive product G H (called the iclusive product i [4,15] ad the Cartesia sum i [3]) i which vertices (a, x) ad (b, y) are adjacet wheever ab E(G) or xy E(H). For the Cartesia product Sabidussi [18] showed that for ay graphs G ad H, χ(g H) = max{χ(g), χ(h)}. For the direct product it is easy to see that χ(g H) mi{χ(g), χ(h)}. Hedetiemi [8] cojectured i 1966 that for ay graphs G ad H, χ(g H) = mi{χ(g), χ(h)}. Although the cojecture was widely approached, cf. recet survey [22], oly special cases have bee solved affirmatively. Oe of the reasos for the ivestigatio of the chromatic umber of the lexicographic product is its close relatio to the fractioal chromatic umber, χ f, cf. [19], ad to the cocept of the th chromatic umber, cf. [20,21]. I additio, the chromatic umber of lexicographic products form a importat tool i the theory of approximatio algorithms for the chromatic umber of a graph [15], while i [4] the disjuctive product is used. For more results o the chromatic umber of graph products see [12]. I Sectio 2 we show, usig the graphs (K C 2k+1 ) K 3 1, that the differece betwee the chromatic umber ad the fractioal chromatic umber ca be arbitrarily large i the class of uiquely colorable, vertex trasitive graphs. The we prove that for ay graphs G ad H, χ(g H) χ f (G)χ(H) ad cosider several cosequeces of this fact. I the fial sectio we preset two simple, elemetary proofs of theorems of Stahl ad of Bollobás ad Thomaso. The graphs cosidered are fiite ad simple. As usually, χ(g) deotes the chromatic umber of G ad α(g) its idepedece umber. We will mostly cosider the chromatic umber of the lexicographic product. Clearly, for ay graphs G ad H we have χ(g H) χ(g) χ(h). It is more difficult to obtai a good lower boud for χ(g H). I the rest we will extesively use the followig fudametal result due to Geller ad Stahl: Theorem 1 [6] If χ(h) =, the for ay graph G, χ(g H) = χ(g K ). 2

3 A graph G is called uiquely -colorable if ay -colorig of G determies the same partitio of V (G) ito color classes. We will apply the followig result of Greewell ad Lovász: Theorem 2 [7] If G is a coected graph with χ(g) >, the G K is uiquely -colorable. The fractioal chromatic umber χ f (G) of G is defied as follows. Let I(G) be the set of idepedet sets of a graph G. A fractioal colorig of G is a mappig f : I(G) [0, 1] such that for each vertex v of G we have I I,v I f(v) 1. The weight w(f) of the fractioal colorig f is defied as w(f) = I I f(i). The χ f (G) is the miimum of the weights of fractioal colorigs of G. Note that for ay graph G, χ(g) χ f (G). Gao ad Zhu proved: Theorem 3 [5] For ay graphs G ad H, χ f (G H) = χ f (G) χ f (H). Aalogous result for the disjuctive product is give i [4]. Fially, circulat graphs are defied as follows. Let N be a set of ozero elemets of Z k such that N = N. The circulat graph G(k, N) has vertices 0, 1,..., k 1 ad i is adjacet to j if ad oly if i j N, where the arithmetic is doe mod k. Note that circulat graphs are vertex trasitive. 2 Products ad fractioal chromatic umber I this sectio we treat the iterplay betwee the fractioal chromatic umber ad graph products. We first use the direct product ad the lexicographic oe to show that the differece betwee the chromatic umber ad the fractioal chromatic umber ca be arbitrarily large i the class of uiquely colorable, vertex trasitive graphs. The we observe that for ay graphs G ad H we have χ(g H) χ f (G)χ(H). We list some cosequeces of this boud ad demostrate that it exteds previously kow lower bouds. We begi with the followig well-kow lemma, cf. [10]. Lemma 4 For ay graphs G ad H, (i) (ii) [11,17] α(g H) max{α(g) V (H), α(h) V (G) }, [6] α(g H) = α(g)α(h). I a uiquely colorable, vertex trasitive graph G, all color classes of the uique colorig are of the same size. This observatio might give a feelig that the chromatic umber ad the fractioal chromatic umber coicide o such graphs. (This is clearly ot the case for graphs that are oly vertex 3

4 trasitive, for istace, χ(c 2k+1 ) = 3 ad χ f (C 2k+1 ) = 2 + 1/k.) However, we have the followig: Theorem 5 For ay iteger 2 there exists a uiquely colorable, vertex trasitive graph G, such that χ(g) χ f (G) > 2. PROOF. Let 2 ad let k be a arbitrary iteger >. Set G = (K C 2k+1 ) K 3 1. The lexicographic product ad the direct product of vertex trasitive graphs is vertex trasitive, cf. [10], hece so is G. From Theorem 1 we ifer that χ(k C 2k+1 ) = 3. Therefore, G is uiquely colorable by Theorem 2. It is well-kow that Hedetiemi s cojecture holds for complete graphs (see [1,22]), hece χ(g) = 3 1. Moreover, it is kow (ad easy to prove) that for a vertex trasitive graph G we have χ f (G) = V (G) /α(g). Sice α(g) α(k C 2k+1 )(3 1) by Lemma 4 (i), we fid out, usig Lemma 4 (ii), that α(g) k(3 1). Now, χ f (G) (2k + 1)(3 1) k(3 1) = 2 + k < Thus we coclude that χ(g) χ f (G) > 3 1 (2 + 1) = 2. We ow give a oliear lower boud for the chromatic umber of the lexicographic product of graphs. Although its proof is quite short, it exteds some previously kow lower bouds. Theorem 6 For ay graphs G ad H, χ(g H) χ f (G)χ(H). PROOF. Let χ(h) =. The we have: χ(g H) = χ(g K ) (by Theorem 1) χ f (G K ) = χ f (G)χ f (K ) (by Theorem 3) = χ f (G) (as K is vertex trasitive) = χ f (G)χ(H). 4

5 Cosider the circulat graphs G m = G(3m 1, {1, 4,..., 3m 2}). The χ(g m K ) χ f (G m ) = ((3m 1)/m). Therefore χ(g m K ) 3 /m, which is the exact chromatic umber of these graphs, cf. [13]. Sice G H is a spaig subgraph of G H, we ifer that χ(g H) χ(g H). Thus Theorem 6 implies that χ(g H) χ f (G)χ(H). This observatio ca be used to shorte some of the argumets from [3]. Moreover, we have: Corollary 7 For a graph G, the followig coditios are equivalet: (i) χ f (G) = χ(g), (ii) χ(g H) = χ(g)χ(h), for all graphs H, (iii) χ(g H) = χ(g)χ(h), for all graphs H. PROOF. The equivalece betwee (i) ad (ii) is proved i [19]. Sice χ(g)χ(h) χ(g H) χ(g H), we ifer that (iii) implies (ii). Fially (i) implies (iii) by Theorem 6. It is ot difficult to verify (cf. [13]) that χ f (G) = if{χ(g K )/ = 1, 2,...}. Usig this fact, we have aother proof of Theorem 6. Ideed, let χ(h) =. The χ f (G) χ(g K )/ = χ(g H)/χ(H). Let G () = G G G G ad G [] = G G G G, times. Hell ad Roberts showed i [9] that χ f (G) = if χ(g [] ) = if χ(g () ). They first proved χ f (G) = if χ(g [] ) ad the claimed the secod equality by usig the duality theorem of liear programmig. Usig Theorem 6 we give a elemetary proof of the secod equality, that is, without usig the duality theorem of LP. By Theorem 6 we have χ(g (t) )/χ(g (t 1) ) χ f (G), for every t 1. Hece χ(g) 1 χ(g (2) ) χ(g (3) ) χ(g) χ(g (2) ) χ(g () ) χ(g ( 1) ) χ f(g), = 1, 2, 3,... Therefore, if χ(g () ) χ f (G) = if χ(g [] ), ad so we coclude that if χ(g () ) = if χ(g [] ). 5

6 Note that the above argumet is parallel to the proof of Theorem o page 13 of the book [19]. I the ext two corollaries we show that Theorem 6 exteds some kow lower bouds. We first state: Corollary 8 [20] Let G be a obipartite graph. The for ay graph H, χ(h) χ(g H) 2χ(H) +, k where 2k + 1 is the legth of a shortest odd cycle of G. PROOF. We first observe that it suffices to prove the result for G = C 2k+1. As C 2k+1 is vertex trasitive, χ f (C 2k+1 ) = 2 + 1/k. The result ow follows by Theorem 6. Corollary 8 has bee geeralized i [5] to the so-called circular chromatic umber of graphs. Lovász [16] has show that for ay graph G o vertices Therefore we also have: χ f (G) χ(g) 1 + l α(g). Corollary 9 [16] For ay graphs G ad H, χ(g H) χ(g)χ(h) 1 + l α(g). To see that the lower boud of Theorem 6 is i geeral better tha those of Corollaries 8 ad 9 cosider the Hammig graphs H = K K, 2. Let G = H K. Corollary 8 gives χ(g ) 3. Sice α(h ) =, Corollary 9 implies that χ(g ) 2 /(1+l ). Fially Theorem 6 asserts that χ(g ) 2. To coclude the sectio we add that the iequality χ(g H) χ(g)χ f (H) does ot hold i geeral. For istace, χ(c 2k+1 K ) = 2 + /k while χ(c 2k+1 ) χ f (K ) = 3. This example is a ice illustratio of the fact that the lexicographic product is ot commutative. 6

7 3 Two simple ad short proofs I this sectio we preset simple ad elemetary proofs of two further lower bouds. The mai advatage of the preseted proofs is that they are coceptually simpler tha the existig oes. The first result is due to Stahl [20], see also [14]. Theorem 10 [20] If G has at least oe edge, the for ay graph H, χ(g H) χ(g) + 2χ(H) 2. PROOF. By Theorem 1 it suffices to prove the boud for H = K. Let V (K ) = {1, 2,..., }, χ(g K ) = l, ad let c be a l-colorig of G K. Set U = {v V (G) ; c(v, i) 2 for i = 1,..., }. The U ca be partitioed ito idepedet sets U = {v U ; c(v, i) = 1 for some i} ad U \ U. Hece U iduces a bipartite subgraph of G. For a vertex u V (G) \ U let i u be a vertex of K such that c(u, i u ) The the fuctio φ : V (G) \ U {2 + 1,..., l} give by φ(u) = c(u, i u ) is a (l 2)-colorig of G \ U. For if uu E(G) the (u, i u ) ad (u, i u ) are adjacet i G K ad hece c(u, i u ) c(u, i u ). We coclude that χ(g) (l 2) + 2. Bollobás ad Thomaso improved Theorem 10 for the case of uiquely colorable graphs: Theorem 11 [2] If G is uiquely m-colorable graph, m > 2, the for ay graph H with at least oe edge, χ(g H) χ(g) + 2χ(H) 1. PROOF. It suffices to cosider the case χ(g) = m ad H = K, 2. Let V (K ) = {1, 2,..., }. Suppose o the cotrary that χ(g K ) χ(g) + 2χ(H) 2, ad let c be a (m + 2 2)-colorig of G K. Let U, U ad φ be defied as i the proof of Theorem 10, where the vertices of U (resp. U \ U ) receive color 1 (resp. color 2). We claim that c(u, i) for ay u V (G) \ U ad ay i V (K ). Assume o the cotrary that c(u, i) 2. We may without loss of geerality assume that c(u, i) = 1 (for otherwise we ca redefie U accordigly). But the we ca recolor u with color 1 ad still have a m-colorig of G, which is ot possible sice G is uiquely colorable. 7

8 Sice {c(u, k) : u V (G) \ U ad k V (K )} (m + 2 2) 2 = m 2, V (G)\U m 2 ad 2, there exist two distict vertices x, y V (G)\U such that c(x, i) = c(y, j) for some i, j V (K ). The the fuctio c(x, i); u = x, ϕ(u) = c(y, j); u = y, φ(u); otherwise is a m-colorig of G. Now pick r V (K ) \ {i}, the c(x, r); u = x, ϕ (u) = c(y, j); u = y, φ(u); otherwise is aother m-colorig of G differet from ϕ, sice c(x, r) c(y, j) = c(x, i). Ackowledgmet We are grateful to oe of the referees for her/his relevat remarks. I particular, the preset form of Theorem 6 is due to her/him. Refereces [1] S. A. Burr, P. Erdős ad L. Lovász, O graphs of Ramsey type, Ars Combi. 1 (1976) [2] B. Bollobás ad A. Thomaso, Set colourigs of graphs, Discrete Math. 25 (1979) [3] N. Čižek ad S. Klavžar, O the chromatic umber of the lexicographic product ad the Cartesia sum of graphs, Discrete Math. 134 (1994) [4] U. Feige, Radomized graph products, chromatic umbers, ad the Lovász ϑ- fuctio, Combiatorica 17 (1997) [5] G. Gao ad X. Zhu, Star-extremal graphs ad the lexicographic product of graphs, Discrete Math. 152 (1996) [6] D. Geller ad S. Stahl, The chromatic umber ad other parameters of the lexicographic product, J. Combi. Theory Ser. B 19 (1975)

9 [7] D. Greewell ad L. Lovász, Applicatios of product colourig, Acta Math. Acad. Sci. Hugar. 25 (1974) [8] S. Hedetiemi, Homomorphisms of graphs ad automata, Techical Report T, Uiversity of Michiga (1966). [9] P. Hell ad F. S. Roberts, Aalogues of the Shao capacity of a graph, Aals of Discrete Math. 12 (1982) [10] W. Imrich ad S. Klavžar, Product Graphs: Structure ad Recogitio (Wiley, New York, 2000). [11] P. K. Jha ad G. Slutzki, Idepedece umbers of product graphs, Appl. Math. Lett. 7(4) (1994) [12] S. Klavžar, Colorig graph products - A survey, Discrete Math. 155 (1996) [13] S. Klavžar, O the fractioal chromatic umber ad the lexicographic product of graphs, Discrete Math. 185 (1998) [14] S. Klavžar ad U. Milutiović, Strog products of Keser graphs, Discrete Math. 133 (1994) [15] N. Liial ad U. Vazirai, Graph products ad chromatic umbers, i: Proc. 30th A. IEEE Symp. o Foud. of Comp. Sci. (IEEE Comput. Soc. Press, Los Alamos, 1989) [16] L. Lovász L, O the ratio of optimal itegral ad fractioal covers, Discrete Math. 13 (1975) [17] R. J. Nowakowski ad D. Rall, Associative graph products ad their idepedece, domiatio ad colorig umbers, Discuss. Math. Graph Theory 16 (1996) [18] G. Sabidussi, Graphs with give group ad give graph-theoretical properties, Caad. J. Math. 9 (1957) [19] E. R. Scheierma ad D. H. Ullma, Fractioal Graph Theory: A Ratioal Approach to the Theory of Graphs (Wiley, New York, 1997). [20] S. Stahl, -tuple colorigs ad associated graphs, J. Combi. Theory Ser. B 20 (1976) [21] S. Stahl S, The multichromatic umbers of some Keser graphs, Discrete Math. 185 (1998) [22] X. Zhu, A survey o Hedetiemi s cojecture, Taiwaese J. Math. 2 (1998)

Math 778S Spectral Graph Theory Handout #3: Eigenvalues of Adjacency Matrix

Math 778S Spectral Graph Theory Handout #3: Eigenvalues of Adjacency Matrix Math 778S Spectral Graph Theory Hadout #3: Eigevalues of Adjacecy Matrix The Cartesia product (deoted by G H) of two simple graphs G ad H has the vertex-set V (G) V (H). For ay u, v V (G) ad x, y V (H),

More information

On size multipartite Ramsey numbers for stars versus paths and cycles

On size multipartite Ramsey numbers for stars versus paths and cycles Electroic Joural of Graph Theory ad Applicatios 5 (1) (2017), 4 50 O size multipartite Ramsey umbers for stars versus paths ad cycles Aie Lusiai 1, Edy Tri Baskoro, Suhadi Wido Saputro Combiatorial Mathematics

More information

Disjoint Systems. Abstract

Disjoint Systems. Abstract Disjoit Systems Noga Alo ad Bey Sudaov Departmet of Mathematics Raymod ad Beverly Sacler Faculty of Exact Scieces Tel Aviv Uiversity, Tel Aviv, Israel Abstract A disjoit system of type (,,, ) is a collectio

More information

Technische Universität Ilmenau Institut für Mathematik

Technische Universität Ilmenau Institut für Mathematik Techische Uiversität Ilmeau Istitut für Mathematik Preprit No. M 07/09 Domiatio i graphs of miimum degree at least two ad large girth Löwestei, Christia; Rautebach, Dieter 2007 Impressum: Hrsg.: Leiter

More information

PAijpam.eu IRREGULAR SET COLORINGS OF GRAPHS

PAijpam.eu IRREGULAR SET COLORINGS OF GRAPHS Iteratioal Joural of Pure ad Applied Mathematics Volume 109 No. 7 016, 143-150 ISSN: 1311-8080 (prited versio); ISSN: 1314-3395 (o-lie versio) url: http://www.ijpam.eu doi: 10.173/ijpam.v109i7.18 PAijpam.eu

More information

CHAPTER 2 NEIGHBORHOOD CONNECTED PERFECT DOMINATION IN GRAPHS

CHAPTER 2 NEIGHBORHOOD CONNECTED PERFECT DOMINATION IN GRAPHS 22 CHAPTER 2 NEIGHBORHOOD CONNECTED PERFECT DOMINATION IN GRAPHS 2.1 INTRODUCTION Various types of domiatio have bee studied by several authors ad more tha 75 models of domiatio are listed i the appedix

More information

Two results on the digraph chromatic number

Two results on the digraph chromatic number Two results o the digraph chromatic umber Ararat Harutyuya Departmet of Mathematics Simo Fraser Uiversity Buraby, B.C. V5A 1S6 email: aha43@sfu.ca Boja Mohar Departmet of Mathematics Simo Fraser Uiversity

More information

Independence number of graphs with a prescribed number of cliques

Independence number of graphs with a prescribed number of cliques Idepedece umber of graphs with a prescribed umber of cliques Tom Bohma Dhruv Mubayi Abstract We cosider the followig problem posed by Erdős i 1962. Suppose that G is a -vertex graph where the umber of

More information

On the chromatic number of the lexicographic product and the Cartesian sum of graphs

On the chromatic number of the lexicographic product and the Cartesian sum of graphs On the chromatic number of the lexicographic product and the Cartesian sum of graphs Niko Čižek University of Maribor TF, Smetanova ulica 17 62000 Maribor, Slovenia Sandi Klavžar University of Maribor

More information

SOME TRIGONOMETRIC IDENTITIES RELATED TO POWERS OF COSINE AND SINE FUNCTIONS

SOME TRIGONOMETRIC IDENTITIES RELATED TO POWERS OF COSINE AND SINE FUNCTIONS Folia Mathematica Vol. 5, No., pp. 4 6 Acta Uiversitatis Lodziesis c 008 for Uiversity of Lódź Press SOME TRIGONOMETRIC IDENTITIES RELATED TO POWERS OF COSINE AND SINE FUNCTIONS ROMAN WITU LA, DAMIAN S

More information

Convergence of random variables. (telegram style notes) P.J.C. Spreij

Convergence of random variables. (telegram style notes) P.J.C. Spreij Covergece of radom variables (telegram style otes).j.c. Spreij this versio: September 6, 2005 Itroductio As we kow, radom variables are by defiitio measurable fuctios o some uderlyig measurable space

More information

Alliance Partition Number in Graphs

Alliance Partition Number in Graphs Alliace Partitio Number i Graphs Lida Eroh Departmet of Mathematics Uiversity of Wiscosi Oshkosh, Oshkosh, WI email: eroh@uwoshedu, phoe: (90)44-7343 ad Ralucca Gera Departmet of Applied Mathematics Naval

More information

Lecture 2. The Lovász Local Lemma

Lecture 2. The Lovász Local Lemma Staford Uiversity Sprig 208 Math 233A: No-costructive methods i combiatorics Istructor: Ja Vodrák Lecture date: Jauary 0, 208 Origial scribe: Apoorva Khare Lecture 2. The Lovász Local Lemma 2. Itroductio

More information

Large holes in quasi-random graphs

Large holes in quasi-random graphs Large holes i quasi-radom graphs Joaa Polcy Departmet of Discrete Mathematics Adam Mickiewicz Uiversity Pozań, Polad joaska@amuedupl Submitted: Nov 23, 2006; Accepted: Apr 10, 2008; Published: Apr 18,

More information

The Local Harmonious Chromatic Problem

The Local Harmonious Chromatic Problem The 7th Workshop o Combiatorial Mathematics ad Computatio Theory The Local Harmoious Chromatic Problem Yue Li Wag 1,, Tsog Wuu Li ad Li Yua Wag 1 Departmet of Iformatio Maagemet, Natioal Taiwa Uiversity

More information

ON RADIO NUMBER OF STACKED-BOOK GRAPHS arxiv: v1 [math.co] 2 Jan 2019

ON RADIO NUMBER OF STACKED-BOOK GRAPHS arxiv: v1 [math.co] 2 Jan 2019 ON RADIO NUMBER OF STACKED-BOOK GRAPHS arxiv:1901.00355v1 [math.co] Ja 019 TAYO CHARLES ADEFOKUN 1 AND DEBORAH OLAYIDE AJAYI Abstract. A Stacked-book graph G m, results from the Cartesia product of a stargraphs

More information

On matchings in hypergraphs

On matchings in hypergraphs O matchigs i hypergraphs Peter Frakl Tokyo, Japa peter.frakl@gmail.com Tomasz Luczak Adam Mickiewicz Uiversity Faculty of Mathematics ad CS Pozań, Polad ad Emory Uiversity Departmet of Mathematics ad CS

More information

DIVISIBILITY PROPERTIES OF GENERALIZED FIBONACCI POLYNOMIALS

DIVISIBILITY PROPERTIES OF GENERALIZED FIBONACCI POLYNOMIALS DIVISIBILITY PROPERTIES OF GENERALIZED FIBONACCI POLYNOMIALS VERNER E. HOGGATT, JR. Sa Jose State Uiversity, Sa Jose, Califoria 95192 ad CALVIN T. LONG Washigto State Uiversity, Pullma, Washigto 99163

More information

Commutativity in Permutation Groups

Commutativity in Permutation Groups Commutativity i Permutatio Groups Richard Wito, PhD Abstract I the group Sym(S) of permutatios o a oempty set S, fixed poits ad trasiet poits are defied Prelimiary results o fixed ad trasiet poits are

More information

RADIO NUMBER FOR CROSS PRODUCT P n (P 2 ) Gyeongsang National University Jinju, , KOREA 2,4 Department of Mathematics

RADIO NUMBER FOR CROSS PRODUCT P n (P 2 ) Gyeongsang National University Jinju, , KOREA 2,4 Department of Mathematics Iteratioal Joural of Pure ad Applied Mathematics Volume 97 No. 4 014, 515-55 ISSN: 1311-8080 (prited versio); ISSN: 1314-3395 (o-lie versio) url: http://www.ijpam.eu doi: http://dx.doi.org/10.173/ijpam.v97i4.11

More information

γ-max Labelings of Graphs

γ-max Labelings of Graphs γ-max Labeligs of Graphs Supapor Saduakdee 1 & Varaoot Khemmai 1 Departmet of Mathematics, Sriakhariwirot Uiversity, Bagkok, Thailad Joural of Mathematics Research; Vol. 9, No. 1; February 017 ISSN 1916-9795

More information

Adjacent vertex distinguishing total coloring of tensor product of graphs

Adjacent vertex distinguishing total coloring of tensor product of graphs America Iteratioal Joural of Available olie at http://wwwiasiret Research i Sciece Techology Egieerig & Mathematics ISSN Prit): 38-3491 ISSN Olie): 38-3580 ISSN CD-ROM): 38-369 AIJRSTEM is a refereed idexed

More information

4 The Sperner property.

4 The Sperner property. 4 The Sperer property. I this sectio we cosider a surprisig applicatio of certai adjacecy matrices to some problems i extremal set theory. A importat role will also be played by fiite groups. I geeral,

More information

THE LONELY RUNNER PROBLEM FOR MANY RUNNERS. Artūras Dubickas Vilnius University, Lithuania

THE LONELY RUNNER PROBLEM FOR MANY RUNNERS. Artūras Dubickas Vilnius University, Lithuania GLASNIK MATEMATIČKI Vol. 46(66)(2011), 25 30 THE LONELY RUNNER PROBLEM FOR MANY RUNNERS Artūras Dubickas Vilius Uiversity, Lithuaia Abstract. The loely ruer cojecture asserts that for ay positive iteger

More information

Square-Congruence Modulo n

Square-Congruence Modulo n Square-Cogruece Modulo Abstract This paper is a ivestigatio of a equivalece relatio o the itegers that was itroduced as a exercise i our Discrete Math class. Part I - Itro Defiitio Two itegers are Square-Cogruet

More information

The t-tone chromatic number of random graphs

The t-tone chromatic number of random graphs The t-toe chromatic umber of radom graphs Deepak Bal Patrick Beett Adrzej Dudek Ala Frieze March 6, 013 Abstract A proper -toe k-colorig of a graph is a labelig of the vertices with elemets from ( [k]

More information

Largest families without an r-fork

Largest families without an r-fork Largest families without a r-for Aalisa De Bois Uiversity of Salero Salero, Italy debois@math.it Gyula O.H. Katoa Réyi Istitute Budapest, Hugary ohatoa@reyi.hu Itroductio Let [] = {,,..., } be a fiite

More information

(I.C) THE DISTRIBUTION OF PRIMES

(I.C) THE DISTRIBUTION OF PRIMES I.C) THE DISTRIBUTION OF PRIMES I the last sectio we showed via a Euclid-ispired, algebraic argumet that there are ifiitely may primes of the form p = 4 i.e. 4 + 3). I fact, this is true for primes of

More information

On the Number of 1-factors of Bipartite Graphs

On the Number of 1-factors of Bipartite Graphs Math Sci Lett 2 No 3 181-187 (2013) 181 Mathematical Scieces Letters A Iteratioal Joural http://dxdoiorg/1012785/msl/020306 O the Number of 1-factors of Bipartite Graphs Mehmet Akbulak 1 ad Ahmet Öteleş

More information

Definition 4.2. (a) A sequence {x n } in a Banach space X is a basis for X if. unique scalars a n (x) such that x = n. a n (x) x n. (4.

Definition 4.2. (a) A sequence {x n } in a Banach space X is a basis for X if. unique scalars a n (x) such that x = n. a n (x) x n. (4. 4. BASES I BAACH SPACES 39 4. BASES I BAACH SPACES Sice a Baach space X is a vector space, it must possess a Hamel, or vector space, basis, i.e., a subset {x γ } γ Γ whose fiite liear spa is all of X ad

More information

THE ASYMPTOTIC COMPLEXITY OF MATRIX REDUCTION OVER FINITE FIELDS

THE ASYMPTOTIC COMPLEXITY OF MATRIX REDUCTION OVER FINITE FIELDS THE ASYMPTOTIC COMPLEXITY OF MATRIX REDUCTION OVER FINITE FIELDS DEMETRES CHRISTOFIDES Abstract. Cosider a ivertible matrix over some field. The Gauss-Jorda elimiatio reduces this matrix to the idetity

More information

Chapter 3. Strong convergence. 3.1 Definition of almost sure convergence

Chapter 3. Strong convergence. 3.1 Definition of almost sure convergence Chapter 3 Strog covergece As poited out i the Chapter 2, there are multiple ways to defie the otio of covergece of a sequece of radom variables. That chapter defied covergece i probability, covergece i

More information

ON POINTWISE BINOMIAL APPROXIMATION

ON POINTWISE BINOMIAL APPROXIMATION Iteratioal Joural of Pure ad Applied Mathematics Volume 71 No. 1 2011, 57-66 ON POINTWISE BINOMIAL APPROXIMATION BY w-functions K. Teerapabolar 1, P. Wogkasem 2 Departmet of Mathematics Faculty of Sciece

More information

Weighted Approximation by Videnskii and Lupas Operators

Weighted Approximation by Videnskii and Lupas Operators Weighted Approximatio by Videsii ad Lupas Operators Aif Barbaros Dime İstabul Uiversity Departmet of Egieerig Sciece April 5, 013 Aif Barbaros Dime İstabul Uiversity Departmet Weightedof Approximatio Egieerig

More information

62. Power series Definition 16. (Power series) Given a sequence {c n }, the series. c n x n = c 0 + c 1 x + c 2 x 2 + c 3 x 3 +

62. Power series Definition 16. (Power series) Given a sequence {c n }, the series. c n x n = c 0 + c 1 x + c 2 x 2 + c 3 x 3 + 62. Power series Defiitio 16. (Power series) Give a sequece {c }, the series c x = c 0 + c 1 x + c 2 x 2 + c 3 x 3 + is called a power series i the variable x. The umbers c are called the coefficiets of

More information

INFINITE SEQUENCES AND SERIES

INFINITE SEQUENCES AND SERIES 11 INFINITE SEQUENCES AND SERIES INFINITE SEQUENCES AND SERIES 11.4 The Compariso Tests I this sectio, we will lear: How to fid the value of a series by comparig it with a kow series. COMPARISON TESTS

More information

Pairs of disjoint q-element subsets far from each other

Pairs of disjoint q-element subsets far from each other Pairs of disjoit q-elemet subsets far from each other Hikoe Eomoto Departmet of Mathematics, Keio Uiversity 3-14-1 Hiyoshi, Kohoku-Ku, Yokohama, 223 Japa, eomoto@math.keio.ac.jp Gyula O.H. Katoa Alfréd

More information

The Forcing Domination Number of Hamiltonian Cubic Graphs

The Forcing Domination Number of Hamiltonian Cubic Graphs Iteratioal J.Math. Combi. Vol.2 2009), 53-57 The Forcig Domiatio Number of Hamiltoia Cubic Graphs H.Abdollahzadeh Ahagar Departmet of Mathematics, Uiversity of Mysore, Maasagagotri, Mysore- 570006 Pushpalatha

More information

Zeros of Polynomials

Zeros of Polynomials Math 160 www.timetodare.com 4.5 4.6 Zeros of Polyomials I these sectios we will study polyomials algebraically. Most of our work will be cocered with fidig the solutios of polyomial equatios of ay degree

More information

Chapter IV Integration Theory

Chapter IV Integration Theory Chapter IV Itegratio Theory Lectures 32-33 1. Costructio of the itegral I this sectio we costruct the abstract itegral. As a matter of termiology, we defie a measure space as beig a triple (, A, µ), where

More information

The log-behavior of n p(n) and n p(n)/n

The log-behavior of n p(n) and n p(n)/n Ramauja J. 44 017, 81-99 The log-behavior of p ad p/ William Y.C. Che 1 ad Ke Y. Zheg 1 Ceter for Applied Mathematics Tiaji Uiversity Tiaji 0007, P. R. Chia Ceter for Combiatorics, LPMC Nakai Uivercity

More information

On Random Line Segments in the Unit Square

On Random Line Segments in the Unit Square O Radom Lie Segmets i the Uit Square Thomas A. Courtade Departmet of Electrical Egieerig Uiversity of Califoria Los Ageles, Califoria 90095 Email: tacourta@ee.ucla.edu I. INTRODUCTION Let Q = [0, 1] [0,

More information

Math 2784 (or 2794W) University of Connecticut

Math 2784 (or 2794W) University of Connecticut ORDERS OF GROWTH PAT SMITH Math 2784 (or 2794W) Uiversity of Coecticut Date: Mar. 2, 22. ORDERS OF GROWTH. Itroductio Gaiig a ituitive feel for the relative growth of fuctios is importat if you really

More information

k-generalized FIBONACCI NUMBERS CLOSE TO THE FORM 2 a + 3 b + 5 c 1. Introduction

k-generalized FIBONACCI NUMBERS CLOSE TO THE FORM 2 a + 3 b + 5 c 1. Introduction Acta Math. Uiv. Comeiaae Vol. LXXXVI, 2 (2017), pp. 279 286 279 k-generalized FIBONACCI NUMBERS CLOSE TO THE FORM 2 a + 3 b + 5 c N. IRMAK ad M. ALP Abstract. The k-geeralized Fiboacci sequece { F (k)

More information

APPROXIMATE FUNCTIONAL INEQUALITIES BY ADDITIVE MAPPINGS

APPROXIMATE FUNCTIONAL INEQUALITIES BY ADDITIVE MAPPINGS Joural of Mathematical Iequalities Volume 6, Number 3 0, 46 47 doi:0.753/jmi-06-43 APPROXIMATE FUNCTIONAL INEQUALITIES BY ADDITIVE MAPPINGS HARK-MAHN KIM, JURI LEE AND EUNYOUNG SON Commuicated by J. Pečarić

More information

Self-normalized deviation inequalities with application to t-statistic

Self-normalized deviation inequalities with application to t-statistic Self-ormalized deviatio iequalities with applicatio to t-statistic Xiequa Fa Ceter for Applied Mathematics, Tiaji Uiversity, 30007 Tiaji, Chia Abstract Let ξ i i 1 be a sequece of idepedet ad symmetric

More information

Dense H-free graphs are almost (χ(h) 1)-partite

Dense H-free graphs are almost (χ(h) 1)-partite Dese H-free graphs are almost χh) 1)-partite Peter Alle arxiv:0907.815v1 [math.co] 22 Jul 2009 July 22, 2009 Abstract By usig the Szemerédi Regularity Lemma [9], Alo ad Sudakov [1] recetly exteded the

More information

EQUITABLE DOMINATING CHROMATIC SETS IN GRAPHS. Sethu Institute of Technology Kariapatti, Tamilnadu, INDIA 2 Department of Mathematics

EQUITABLE DOMINATING CHROMATIC SETS IN GRAPHS. Sethu Institute of Technology Kariapatti, Tamilnadu, INDIA 2 Department of Mathematics Iteratioal Joural of Pure ad Applied Mathematics Volume 104 No. 2 2015, 193-202 ISSN: 1311-8080 (prited versio); ISSN: 1314-3395 (o-lie versio) url: http://www.ijpam.eu doi: http://dx.doi.org/10.12732/ijpam.v104i2.4

More information

Lecture 2 Long paths in random graphs

Lecture 2 Long paths in random graphs Lecture Log paths i radom graphs 1 Itroductio I this lecture we treat the appearace of log paths ad cycles i sparse radom graphs. will wor with the probability space G(, p) of biomial radom graphs, aalogous

More information

On a class of convergent sequences defined by integrals 1

On a class of convergent sequences defined by integrals 1 Geeral Mathematics Vol. 4, No. 2 (26, 43 54 O a class of coverget sequeces defied by itegrals Dori Adrica ad Mihai Piticari Abstract The mai result shows that if g : [, ] R is a cotiuous fuctio such that

More information

ACO Comprehensive Exam 9 October 2007 Student code A. 1. Graph Theory

ACO Comprehensive Exam 9 October 2007 Student code A. 1. Graph Theory 1. Graph Theory Prove that there exist o simple plaar triagulatio T ad two distict adjacet vertices x, y V (T ) such that x ad y are the oly vertices of T of odd degree. Do ot use the Four-Color Theorem.

More information

An Introduction to Randomized Algorithms

An Introduction to Randomized Algorithms A Itroductio to Radomized Algorithms The focus of this lecture is to study a radomized algorithm for quick sort, aalyze it usig probabilistic recurrece relatios, ad also provide more geeral tools for aalysis

More information

A Note on the Symmetric Powers of the Standard Representation of S n

A Note on the Symmetric Powers of the Standard Representation of S n A Note o the Symmetric Powers of the Stadard Represetatio of S David Savitt 1 Departmet of Mathematics, Harvard Uiversity Cambridge, MA 0138, USA dsavitt@mathharvardedu Richard P Staley Departmet of Mathematics,

More information

On Generalized Fibonacci Numbers

On Generalized Fibonacci Numbers Applied Mathematical Scieces, Vol. 9, 215, o. 73, 3611-3622 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/1.12988/ams.215.5299 O Geeralized Fiboacci Numbers Jerico B. Bacai ad Julius Fergy T. Rabago Departmet

More information

DECOMPOSITIONS OF COMPLETE UNIFORM HYPERGRAPHS INTO HAMILTON BERGE CYCLES

DECOMPOSITIONS OF COMPLETE UNIFORM HYPERGRAPHS INTO HAMILTON BERGE CYCLES DECOMPOSITIONS OF COMPLETE UNIFORM HYPERGRAPHS INTO HAMILTON BERGE CYCLES DANIELA KÜHN AND DERYK OSTHUS Abstract. I 1973 Bermod, Germa, Heydema ad Sotteau cojectured that if divides (, the the complete

More information

Bertrand s Postulate

Bertrand s Postulate Bertrad s Postulate Lola Thompso Ross Program July 3, 2009 Lola Thompso (Ross Program Bertrad s Postulate July 3, 2009 1 / 33 Bertrad s Postulate I ve said it oce ad I ll say it agai: There s always a

More information

Beurling Integers: Part 2

Beurling Integers: Part 2 Beurlig Itegers: Part 2 Isomorphisms Devi Platt July 11, 2015 1 Prime Factorizatio Sequeces I the last article we itroduced the Beurlig geeralized itegers, which ca be represeted as a sequece of real umbers

More information

Weakly Connected Closed Geodetic Numbers of Graphs

Weakly Connected Closed Geodetic Numbers of Graphs Iteratioal Joural of Mathematical Aalysis Vol 10, 016, o 6, 57-70 HIKARI Ltd, wwwm-hikaricom http://dxdoiorg/101988/ijma01651193 Weakly Coected Closed Geodetic Numbers of Graphs Rachel M Pataga 1, Imelda

More information

Some remarks for codes and lattices over imaginary quadratic

Some remarks for codes and lattices over imaginary quadratic Some remarks for codes ad lattices over imagiary quadratic fields Toy Shaska Oaklad Uiversity, Rochester, MI, USA. Caleb Shor Wester New Eglad Uiversity, Sprigfield, MA, USA. shaska@oaklad.edu Abstract

More information

Problem Set 2 Solutions

Problem Set 2 Solutions CS271 Radomess & Computatio, Sprig 2018 Problem Set 2 Solutios Poit totals are i the margi; the maximum total umber of poits was 52. 1. Probabilistic method for domiatig sets 6pts Pick a radom subset S

More information

An analog of the arithmetic triangle obtained by replacing the products by the least common multiples

An analog of the arithmetic triangle obtained by replacing the products by the least common multiples arxiv:10021383v2 [mathnt] 9 Feb 2010 A aalog of the arithmetic triagle obtaied by replacig the products by the least commo multiples Bair FARHI bairfarhi@gmailcom MSC: 11A05 Keywords: Al-Karaji s triagle;

More information

Balanced coloring of bipartite graphs

Balanced coloring of bipartite graphs Balaced colorig of bipartite graphs Uriel Feige Shimo Koga Departmet of Computer Sciece ad Applied Mathematics Weizma Istitute, Rehovot 76100, Israel uriel.feige@weizma.ac.il Jue 16, 009 Abstract Give

More information

Riesz-Fischer Sequences and Lower Frame Bounds

Riesz-Fischer Sequences and Lower Frame Bounds Zeitschrift für Aalysis ud ihre Aweduge Joural for Aalysis ad its Applicatios Volume 1 (00), No., 305 314 Riesz-Fischer Sequeces ad Lower Frame Bouds P. Casazza, O. Christese, S. Li ad A. Lider Abstract.

More information

Few remarks on Ramsey-Turán-type problems Benny Sudakov Λ Abstract Let H be a fixed forbidden graph and let f be a function of n. Denote by RT n; H; f

Few remarks on Ramsey-Turán-type problems Benny Sudakov Λ Abstract Let H be a fixed forbidden graph and let f be a function of n. Denote by RT n; H; f Few remarks o Ramsey-Turá-type problems Bey Sudakov Abstract Let H be a fixed forbidde graph ad let f be a fuctio of. Deote by ; H; f () the maximum umber of edges a graph G o vertices ca have without

More information

Chapter 6 Infinite Series

Chapter 6 Infinite Series Chapter 6 Ifiite Series I the previous chapter we cosidered itegrals which were improper i the sese that the iterval of itegratio was ubouded. I this chapter we are goig to discuss a topic which is somewhat

More information

Product measures, Tonelli s and Fubini s theorems For use in MAT3400/4400, autumn 2014 Nadia S. Larsen. Version of 13 October 2014.

Product measures, Tonelli s and Fubini s theorems For use in MAT3400/4400, autumn 2014 Nadia S. Larsen. Version of 13 October 2014. Product measures, Toelli s ad Fubii s theorems For use i MAT3400/4400, autum 2014 Nadia S. Larse Versio of 13 October 2014. 1. Costructio of the product measure The purpose of these otes is to preset the

More information

Lecture Overview. 2 Permutations and Combinations. n(n 1) (n (k 1)) = n(n 1) (n k + 1) =

Lecture Overview. 2 Permutations and Combinations. n(n 1) (n (k 1)) = n(n 1) (n k + 1) = COMPSCI 230: Discrete Mathematics for Computer Sciece April 8, 2019 Lecturer: Debmalya Paigrahi Lecture 22 Scribe: Kevi Su 1 Overview I this lecture, we begi studyig the fudametals of coutig discrete objects.

More information

OFF-DIAGONAL MULTILINEAR INTERPOLATION BETWEEN ADJOINT OPERATORS

OFF-DIAGONAL MULTILINEAR INTERPOLATION BETWEEN ADJOINT OPERATORS OFF-DIAGONAL MULTILINEAR INTERPOLATION BETWEEN ADJOINT OPERATORS LOUKAS GRAFAKOS AND RICHARD G. LYNCH 2 Abstract. We exted a theorem by Grafakos ad Tao [5] o multiliear iterpolatio betwee adjoit operators

More information

6 Integers Modulo n. integer k can be written as k = qn + r, with q,r, 0 r b. So any integer.

6 Integers Modulo n. integer k can be written as k = qn + r, with q,r, 0 r b. So any integer. 6 Itegers Modulo I Example 2.3(e), we have defied the cogruece of two itegers a,b with respect to a modulus. Let us recall that a b (mod ) meas a b. We have proved that cogruece is a equivalece relatio

More information

Infinite Sequences and Series

Infinite Sequences and Series Chapter 6 Ifiite Sequeces ad Series 6.1 Ifiite Sequeces 6.1.1 Elemetary Cocepts Simply speakig, a sequece is a ordered list of umbers writte: {a 1, a 2, a 3,...a, a +1,...} where the elemets a i represet

More information

Lecture 14: Graph Entropy

Lecture 14: Graph Entropy 15-859: Iformatio Theory ad Applicatios i TCS Sprig 2013 Lecture 14: Graph Etropy March 19, 2013 Lecturer: Mahdi Cheraghchi Scribe: Euiwoog Lee 1 Recap Bergma s boud o the permaet Shearer s Lemma Number

More information

SOME TRIBONACCI IDENTITIES

SOME TRIBONACCI IDENTITIES Mathematics Today Vol.7(Dec-011) 1-9 ISSN 0976-38 Abstract: SOME TRIBONACCI IDENTITIES Shah Devbhadra V. Sir P.T.Sarvajaik College of Sciece, Athwalies, Surat 395001. e-mail : drdvshah@yahoo.com The sequece

More information

Appendix to Quicksort Asymptotics

Appendix to Quicksort Asymptotics Appedix to Quicksort Asymptotics James Alle Fill Departmet of Mathematical Scieces The Johs Hopkis Uiversity jimfill@jhu.edu ad http://www.mts.jhu.edu/~fill/ ad Svate Jaso Departmet of Mathematics Uppsala

More information

BI-INDUCED SUBGRAPHS AND STABILITY NUMBER *

BI-INDUCED SUBGRAPHS AND STABILITY NUMBER * Yugoslav Joural of Operatios Research 14 (2004), Number 1, 27-32 BI-INDUCED SUBGRAPHS AND STABILITY NUMBER * I E ZVEROVICH, O I ZVEROVICH RUTCOR Rutgers Ceter for Operatios Research, Rutgers Uiversity,

More information

ON THE LEHMER CONSTANT OF FINITE CYCLIC GROUPS

ON THE LEHMER CONSTANT OF FINITE CYCLIC GROUPS ON THE LEHMER CONSTANT OF FINITE CYCLIC GROUPS NORBERT KAIBLINGER Abstract. Results of Lid o Lehmer s problem iclude the value of the Lehmer costat of the fiite cyclic group Z/Z, for 5 ad all odd. By complemetary

More information

Resistance matrix and q-laplacian of a unicyclic graph

Resistance matrix and q-laplacian of a unicyclic graph Resistace matrix ad q-laplacia of a uicyclic graph R. B. Bapat Idia Statistical Istitute New Delhi, 110016, Idia e-mail: rbb@isid.ac.i Abstract: The resistace distace betwee two vertices of a graph ca

More information

Counting Well-Formed Parenthesizations Easily

Counting Well-Formed Parenthesizations Easily Coutig Well-Formed Parethesizatios Easily Pekka Kilpeläie Uiversity of Easter Filad School of Computig, Kuopio August 20, 2014 Abstract It is well kow that there is a oe-to-oe correspodece betwee ordered

More information

Seunghee Ye Ma 8: Week 5 Oct 28

Seunghee Ye Ma 8: Week 5 Oct 28 Week 5 Summary I Sectio, we go over the Mea Value Theorem ad its applicatios. I Sectio 2, we will recap what we have covered so far this term. Topics Page Mea Value Theorem. Applicatios of the Mea Value

More information

arxiv: v1 [math.co] 3 Feb 2013

arxiv: v1 [math.co] 3 Feb 2013 Cotiued Fractios of Quadratic Numbers L ubomíra Balková Araka Hrušková arxiv:0.05v [math.co] Feb 0 February 5 0 Abstract I this paper we will first summarize kow results cocerig cotiued fractios. The we

More information

LECTURE 8: ORTHOGONALITY (CHAPTER 5 IN THE BOOK)

LECTURE 8: ORTHOGONALITY (CHAPTER 5 IN THE BOOK) LECTURE 8: ORTHOGONALITY (CHAPTER 5 IN THE BOOK) Everythig marked by is ot required by the course syllabus I this lecture, all vector spaces is over the real umber R. All vectors i R is viewed as a colum

More information

Laplacian energy of a graph

Laplacian energy of a graph Liear Algebra ad its Applicatios 414 (2006) 29 37 www.elsevier.com/locate/laa Laplacia eergy of a graph Iva Gutma a,, Bo Zhou b a Faculty of Sciece, Uiversity of Kragujevac, 34000 Kragujevac, P.O. Box

More information

DECOMPOSITIONS OF COMPLETE UNIFORM HYPERGRAPHS INTO HAMILTON BERGE CYCLES

DECOMPOSITIONS OF COMPLETE UNIFORM HYPERGRAPHS INTO HAMILTON BERGE CYCLES DECOMPOSITIONS OF COMPLETE UNIFORM HYPERGRAPHS INTO HAMILTON BERGE CYCLES DANIELA KÜHN AND DERYK OSTHUS Abstract. I 1973 Bermod, Germa, Heydema ad Sotteau cojectured that if divides (, the the complete

More information

On Convergence in n-inner Product Spaces

On Convergence in n-inner Product Spaces BULLETIN of the Bull Malasia Math Sc Soc (Secod Series) 5 (00) -6 MALAYSIAN MATHEMATICAL SCIENCES SOCIETY O Covergece i -Ier Product Spaces HENDRA GUNAWAN Departmet of Mathematics Badug Istitute of Techolog

More information

Seed and Sieve of Odd Composite Numbers with Applications in Factorization of Integers

Seed and Sieve of Odd Composite Numbers with Applications in Factorization of Integers IOSR Joural of Mathematics (IOSR-JM) e-issn: 78-578, p-issn: 319-75X. Volume 1, Issue 5 Ver. VIII (Sep. - Oct.01), PP 01-07 www.iosrjourals.org Seed ad Sieve of Odd Composite Numbers with Applicatios i

More information

On n-collinear elements and Riesz theorem

On n-collinear elements and Riesz theorem Available olie at www.tjsa.com J. Noliear Sci. Appl. 9 (206), 3066 3073 Research Article O -colliear elemets ad Riesz theorem Wasfi Shataawi a, Mihai Postolache b, a Departmet of Mathematics, Hashemite

More information

The Multiplicative Zagreb Indices of Products of Graphs

The Multiplicative Zagreb Indices of Products of Graphs Iteratioal Joural of Mathematics Research. ISSN 0976-5840 Volume 8, Number (06), pp. 6-69 Iteratioal Research Publicatio House http://www.irphouse.com The Multiplicative Zagreb Idices of Products of Graphs

More information

Solutions for the Exam 9 January 2012

Solutions for the Exam 9 January 2012 Mastermath ad LNMB Course: Discrete Optimizatio Solutios for the Exam 9 Jauary 2012 Utrecht Uiversity, Educatorium, 15:15 18:15 The examiatio lasts 3 hours. Gradig will be doe before Jauary 23, 2012. Studets

More information

LONG SNAKES IN POWERS OF THE COMPLETE GRAPH WITH AN ODD NUMBER OF VERTICES

LONG SNAKES IN POWERS OF THE COMPLETE GRAPH WITH AN ODD NUMBER OF VERTICES J Lodo Math Soc (2 50, (1994, 465 476 LONG SNAKES IN POWERS OF THE COMPLETE GRAPH WITH AN ODD NUMBER OF VERTICES Jerzy Wojciechowski Abstract I [5] Abbott ad Katchalski ask if there exists a costat c >

More information

Mi-Hwa Ko and Tae-Sung Kim

Mi-Hwa Ko and Tae-Sung Kim J. Korea Math. Soc. 42 2005), No. 5, pp. 949 957 ALMOST SURE CONVERGENCE FOR WEIGHTED SUMS OF NEGATIVELY ORTHANT DEPENDENT RANDOM VARIABLES Mi-Hwa Ko ad Tae-Sug Kim Abstract. For weighted sum of a sequece

More information

A Note on the Kolmogorov-Feller Weak Law of Large Numbers

A Note on the Kolmogorov-Feller Weak Law of Large Numbers Joural of Mathematical Research with Applicatios Mar., 015, Vol. 35, No., pp. 3 8 DOI:10.3770/j.iss:095-651.015.0.013 Http://jmre.dlut.edu.c A Note o the Kolmogorov-Feller Weak Law of Large Numbers Yachu

More information

Comparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series

Comparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series Applied Mathematical Scieces, Vol. 7, 03, o. 6, 3-337 HIKARI Ltd, www.m-hikari.com http://d.doi.org/0.988/ams.03.3430 Compariso Study of Series Approimatio ad Covergece betwee Chebyshev ad Legedre Series

More information

University of Twente The Netherlands

University of Twente The Netherlands Faculty of Mathematical Scieces t Uiversity of Twete The Netherlads P.O. Box 7 7500 AE Eschede The Netherlads Phoe: +3-53-4893400 Fax: +3-53-48934 Email: memo@math.utwete.l www.math.utwete.l/publicatios

More information

Asymptotic distribution of products of sums of independent random variables

Asymptotic distribution of products of sums of independent random variables Proc. Idia Acad. Sci. Math. Sci. Vol. 3, No., May 03, pp. 83 9. c Idia Academy of Scieces Asymptotic distributio of products of sums of idepedet radom variables YANLING WANG, SUXIA YAO ad HONGXIA DU ollege

More information

Binary codes from graphs on triples and permutation decoding

Binary codes from graphs on triples and permutation decoding Biary codes from graphs o triples ad permutatio decodig J. D. Key Departmet of Mathematical Scieces Clemso Uiversity Clemso SC 29634 U.S.A. J. Moori ad B. G. Rodrigues School of Mathematics Statistics

More information

FIXED POINTS OF n-valued MULTIMAPS OF THE CIRCLE

FIXED POINTS OF n-valued MULTIMAPS OF THE CIRCLE FIXED POINTS OF -VALUED MULTIMAPS OF THE CIRCLE Robert F. Brow Departmet of Mathematics Uiversity of Califoria Los Ageles, CA 90095-1555 e-mail: rfb@math.ucla.edu November 15, 2005 Abstract A multifuctio

More information

SOLVED EXAMPLES

SOLVED EXAMPLES Prelimiaries Chapter PELIMINAIES Cocept of Divisibility: A o-zero iteger t is said to be a divisor of a iteger s if there is a iteger u such that s tu I this case we write t s (i) 6 as ca be writte as

More information

COM BIN A TOR I A L TOURNAMENTS THAT ADMIT EXACTLY ONE HAMILTONIAN CIRCUIT

COM BIN A TOR I A L TOURNAMENTS THAT ADMIT EXACTLY ONE HAMILTONIAN CIRCUIT a 7 8 9 l 3 5 2 4 6 6 7 8 9 2 4 3 5 a 5 a 2 7 8 9 3 4 6 1 4 6 1 3 7 8 9 5 a 2 a 6 5 4 9 8 7 1 2 3 8 6 1 3 1 7 1 0 6 5 9 8 2 3 4 6 1 3 5 7 0 9 3 4 0 7 8 9 9 8 7 3 2 0 4 5 6 1 9 7 8 1 9 8 7 4 3 2 5 6 0 YEA

More information

Common Coupled Fixed Point of Mappings Satisfying Rational Inequalities in Ordered Complex Valued Generalized Metric Spaces

Common Coupled Fixed Point of Mappings Satisfying Rational Inequalities in Ordered Complex Valued Generalized Metric Spaces IOSR Joural of Mathematics (IOSR-JM) e-issn: 78-578, p-issn:319-765x Volume 10, Issue 3 Ver II (May-Ju 014), PP 69-77 Commo Coupled Fixed Poit of Mappigs Satisfyig Ratioal Iequalities i Ordered Complex

More information

6.3 Testing Series With Positive Terms

6.3 Testing Series With Positive Terms 6.3. TESTING SERIES WITH POSITIVE TERMS 307 6.3 Testig Series With Positive Terms 6.3. Review of what is kow up to ow I theory, testig a series a i for covergece amouts to fidig the i= sequece of partial

More information

Solutions to Math 347 Practice Problems for the final

Solutions to Math 347 Practice Problems for the final Solutios to Math 347 Practice Problems for the fial 1) True or False: a) There exist itegers x,y such that 50x + 76y = 6. True: the gcd of 50 ad 76 is, ad 6 is a multiple of. b) The ifiimum of a set is

More information