K a,k minors in graphs of bounded tree-width *

Size: px
Start display at page:

Download "K a,k minors in graphs of bounded tree-width *"

Transcription

1 K a,k minors in graphs of bounded tree-width * Thomas Böhme Institut für Mathematik Technische Universität Imenau Imenau, Germany E-mai: tboehme@theoinf.tu-imenau.de and John Maharry Department of Mathematics The Ohio State University Coumbus, Ohio E-mai: maharry@math.ohio-state.edu and Bojan Mohar Department of Mathematics University of Ljubjana Ljubjana, Sovenia E-mai: bojan.mohar@uni-j.si It is shown that for any positive integers k and w there exists a constant N = N(k, w) such that every 7-connected graph of tree-width ess than w and of order at east N contains K 3,k as a minor. Simiar resut is proved for K a,k minors where a is an arbitrary fixed integer and the required connectivity depends ony on a. These are the first resuts of this type where fixed connectivity forces arbitrariy arge (nontrivia) minors. Key Words: Graph theory, graph minor, connectivity. * This paper appeared as T. Böhme, J. Maharry, B. Mohar, K a,k minors in graphs of bounded tree-width, J. Combin. Theory, Ser. B 86 (2002) Supported in part part by the Internationa Research Project SLO-US-007 on Graph Minors. Supported in part by the Ministry of Science and Technoogy of Sovenia, Research Project J , and the Internationa Research Project SLO-US-007 on Graph Minors. 1

2 2 T. BÖHME, J. MAHARRY, AND B. MOHAR 1. INTRODUCTION In this paper, a graphs are finite and may have oops and mutipe edges. A graph H is a minor of a graph G, H m G, if H can be obtained from a subgraph of G by contracting connected subgraphs. There are many resuts concerning the structure of graphs that do not contain a certain graph as a minor. These excuded graphs incude K 5 and K 3,3 [13], V 8 [8], the 3-cube [6] and the octahedron [7]. See aso [2] and [12]. There are we-known structures which guarantee a certain minor exists for arge graphs. For instance, any 5-connected graph on at east 11 vertices contains the 3-cube as a minor [6]. Any 5-connected non-panar graph on at east 8 vertices contains a V 8 minor [8]. In addition, there are Ramsey-type resuts simiar to the fact that any sufficienty arge connected graph contains either a k-path or a k-star. Oporowski, Oxey and Thomas [11] proved that any arge 4-connected graph must have a arge minor from a set of four famiies of graphs. Ding [3] has characterized arge graphs that do not contain a K 2,k minor. A coroary of his resut is that any arge 5-connected graph contains a K 2,k minor. Our resuts are a cross section of a of these types of resuts: Theorem 1.1. For any positive integers k and w there exists a constant N = N(k, w) such that every 7-connected graph of tree-width at most w and of order at east N contains K 3,k as a minor. Theorem 1.2. There is a function c : N N such that for any a 3 the foowing hods. For any positive integers k and w there exists a constant N = N(k, w) such that every c(a)-connected graph of tree-width at most w and of order at east N contains K a,k as a minor. Theorem 1.1 is sharp in the sense that the 7-connectivity condition cannot be reaxed. Moreover, the function c(a) in Theorem 1.2 must be at east 2a + 1. These facts foow from the foowing construction of a famiy of arbitrariy arge 2a-connected graphs (of tree-width 3a 1) none of which contain a K a,2a+1 -minor. Let m and a be integers greater than 3. Define the graph N m,a as foows. Let the vertices be indexed v x,y where 1 x m and 1 y a. The vertex v x,y is adjacent to another vertex v w,z if and ony if w {x 1, x, x + 1} where x ± 1 is considered moduo m. Proposition 1.1. For any integers a 3 and m 3, K a,2a+1 m N m,a.

3 MINORS IN GRAPHS OF BOUNDED TREE-WIDTH 3 Proof. Suppose the theorem is fase for some a 3. Let m be the east integer such that N m,a m K a,2a+1. Let the casps of N m,a be defined as CL i = {v i,y y = 1, 2,..., a} for i = 1, 2,..., m. As N m,a m K a,2a+1, there is a set of 2a + 1 connected subgraphs, S = {S 1, S 2,..., S 2a+1 }, and a set of a connected subgraphs of N m,a, T = {T 1, T 2,..., T a }, such that for every i, j there is an edge from some vertex in T i to some vertex in S j and such that a these subgraphs are pairwise disjoint. Assume that the S i and T i are chosen with := 2a+1 i=1 V (S i) + a i=1 V (T i) minimum. Then it is easy to see that each of the subgraphs in S T is a path meeting each casp in at most one vertex. Let S 1 be the set of singe vertex subgraphs contained in S. It is easy to see that T cannot contain any singe vertex subgraphs. Caim 1: For every 1 i m, there is a subgraph S j S 1 such that S j CL i. Suppose CL i does not contain any of the subgraphs in S 1. Then contracting a matching of size a between CL i and CL i 1 CL i+1 (indices taken moduo m) using as many edges of S T as possibe gives a subgraph of N m 1,a that sti contains K a,2a+1 as a minor. This contradiction to the minimaity of m proves the caim. Caim 2: If there is a subgraph in S that contains at east two vertices, then there is a casp that contains no member of S 1. Suppose S 1 (say) intersects CL 1 and CL 2. By the minimaity of, we may assume that S 1 CL m =. Moreover, there is a subgraph T j that does not intersect CL 1 CL 2 CL 3. Otherwise, the intersection of S 1 with CL 1 coud be removed from S 1. Therefore, a singe vertex subgraph S i S 1 contained in CL 2 woud not be adjacent to T j. Hence, the casp CL 2 is as stated in the caim. Caims 1 and 2 impy that a subgraphs in S are singe vertices. To compete the proof, notice that if every casp of N m,a contains one of the singe vertex subgraphs of S 1, then each T j must must contain at east m 2 vertices in order to be adjacent to a of the subgraphs in S. Hence V (S) + V (T ) S +(m 2) T 2a+1+(m 2)a > ma = V (N m,a ). This contradiction competes the proof. In our proof of Theorem 1.2, c(3) = 7 and c(a) = 264a + 1 for a 4, and we have no intention to find the best possibe vaue for c(a). However, the previous exampe shows that c(a) must be at east 2a + 1 for a 3. It is worth remarking that our proof of Theorem 1.2 works aso for c(a) = 3a 1 if we assume that the minimum degree is at east 264a + 1.

4 4 T. BÖHME, J. MAHARRY, AND B. MOHAR 2. BOUNDED TREE-WIDTH STRUCTURE A tree decomposition of a graph G is a pair (T, Y ), where T is a tree and Y is a famiy {Y t t V (T )} of vertex sets Y t V (G), such that the foowing two properties hod: (W1) t V (T ) Y t = V (G), and every edge of G has both ends in some Y t. (W2) If t, t, t V (T ) and t ies on the path in T between t and t, then Y t Y t Y t. The width of a tree decomposition (T, Y ) is max t V (T ) ( Y t 1). It was shown in [11] that if a graph G has a tree decomposition of width at most w then G has a tree decomposition of width at most w that further satisfies: (W3) For every two vertices t, t of T and every positive integer k, either there are k disjoint paths in G between Y t and Y t, or there is a vertex t of T on the path between t and t such that Y t < k. (W4) If t, t are distinct vertices of T, then Y t Y t. (W5) If t 0 V (T ) and B is a component of T t 0, then t V (B) Y t\y t0. In the rest of the paper we give the proof of Theorems 1.1 and 1.2. We et a 3, k, and w be given positive integers. Let G be an c(a)-connected graph with a tree decomposition (T, Y ) of width at most w that satisfies (W1) (W5). We wi deveop a structure that is simiar to that used in [11]. First, we define the constants that wi be used in the proofs. ( ) w + 1 n 5 = r n4, where r = (k 1) a n 4 = n w+1 3 n 3 = (2n 2 ) p, where p = 2 w+1 n 2 = n q 1, where q = 2(w+1 { 2k(2w + 3) 2 if a = 3 n 1 = 2k(c(a) + 2a + 2) 4a 2 if a 4 2 ) We assume that V (G) = N (w +1)n 5 and that G has no K a,k -minor. By (W1) we have Caim 2.1. V (T ) n 5.

5 MINORS IN GRAPHS OF BOUNDED TREE-WIDTH 5 Caim 2.2. Every vertex of T has degree at most r = (k 1) ( ) w+1 a. Proof. Suppose t 0 V (T ) has degree at east r + 1. Let C be the set of components of G Y t0. By (W2) and (W5), it is cear that C r + 1. For C C, et X(C) be the set of vertices of Y t0 adjacent to some vertex of C. Ceary, X(C) a for every C C since G is c(a)-connected and c(a) a. By the Pigeonhoe Principe, there is a set C C of k components for which C C X(C) contains a (or more) vertices of Y t 0. By contracting B to a vertex for each B C, we see that G contains a K a,k minor, a contradiction. From this it foows that Caim 2.3. T contains a path R of ength E(R) n 4. The proof of the foowing caim can be found in [11]. Caim 2.4. There is a subsequence of ength n 3 of the vertices of V (R), r 1, r 2,..., r n3, such that for some s 1, Y ri = s for i = 1, 2,..., n 3 and for every vertex of R between r 1 and r n3, Y ri s. From now on we repace R by the subpath from r 1 to r n3. Note that because of the c(a)-connectivity and (W5), c(a) s w + 1. By (W3) and Caim 2.4, there are s disjoint paths in G from Y r1 to Y rn3. Fix these paths, denote them by P 1, P 2,..., P s, and put Z = P 1 P s. Since G is 3-connected, these paths can be chosen such that every Z-bridge in G is attached to at east two of the paths (cf., e.g., [4]), which we assume henceforth. Notice that for any t, t {r 1,..., r n3 } and for every j {1,..., s} there is a unique subpath of P j with one end in Y t and the other end in Y t. Denote this subpath by P j (t, t ). The path P j is said to be trivia if it consists of a singe vertex, and it is said to be everywhere nontrivia (amost nontrivia) w.r.t. the sequence r 1,..., r n3 if P j (r i, r i+1 ) contains at east three (respectivey, at east two) vertices for each i = 1,..., n 3 1. Caim 2.5. There is a subsequence q 1, q 2,..., q n2 of r 1,..., r n3 of ength n 2 such that for each j = 1,..., s, P j (q 1, q n2 ) is either trivia or everywhere nontrivia (w.r.t. the subsequence). Proof. Ceary, there is a subsequence of r 1,..., r n3 of ength n 3 such that the corresponding segment of P 1 is either trivia or everywhere amost nontrivia with respect to the subsequence. By repeating this argument

6 6 T. BÖHME, J. MAHARRY, AND B. MOHAR on the subsequence for P 2,..., P s, respectivey, we end up with a sequence of ength at east 2n 2 such that every path is either trivia or everywhere amost nontrivia. By taking every second eement of this sequence, the required subsequence q 1, q 2,..., q n2 is obtained. The paths P j and P are said to be everywhere bridge connected (resp. everywhere bridge disconnected) with respect to a sequence p 1,..., p n of vertices of R if for every i = 1,..., n 1, there exists (resp. does not exist) a Z-bridge which has a vertex of attachment in P j (p i, p i+1 ) and a vertex of attachment in P (p i, p i+1 ). Caim 2.6. There is a subsequence p 1, p 2,..., p n1 of q 1,..., q n2 of ength n 1 such that for every distinct pair of indices j, {1,..., s}, P j (p 1, p n1 ) and P (p 1, p n1 ) are either everywhere bridge connected or everywhere bridge disconnected (w.r.t. the new subsequence). Proof. The proof is simiar to the proof of Caim 2.5 except that we have to repeat the subsequence argument ( ) ( s 2 w+1 ) 2 times. 3. THE AUXILIARY GRAPH A Our next goa is to examine the structure of the auxiiary graph A which contains information about which pairs of the paths are everywhere bridge connected. The graph A has vertex set V (A) = {P 1,..., P s }, and the paths P j and P are adjacent vertices in A if they are everywhere bridge connected w.r.t. p 1,..., p n1 (cf. Caim 2.6). Caim 3.1. Suppose that U V (A) contains ony everywhere nontrivia paths. If the subgraph of A induced by U is connected, then V (A) \ U contains at most a 1 vertices that are adjacent to U in A. Proof. Suppose that P 1,..., P a are vertices in V (A) \ U adjacent to U in A. Contract each path P j (j = 1,..., a) in G to a singe vertex w j. Next, for i = 1, 3, 5,..., 2k 1, contract a segments P j (p i, p i+1 ), where P j U, and aso contract a edges in bridges connecting these segments in G, to get k vertices z 1, z 3,..., z 2k 1 in a minor of G. Ceary, n 1 2k, so z 1, z 3,..., z 2k 1 exist. Since U is adjacent to P 1,..., P a in A, it is easy to see that vertices w 1,..., w a and z 1, z 3,..., z 2k 1 give rise to a K a,k minor of G. We sha appy Caim 3.1 together with the hep of the foowing emma.

7 MINORS IN GRAPHS OF BOUNDED TREE-WIDTH 7 Lemma 3.1. Let H be a connected graph. If H has at east 2a 2 vertices of degree 3, then H contains a tree T with a vertices of degree 1. Proof. Let d be the maximum vertex degree in H, and et v 0 be a vertex of degree d. If d a, then T is the star centered at v 0. So, suppose that d < a. Then it is sufficient to prove the foowing. Assuming that H has at east 2a 2 (d 1) 2 vertices of degree 3, we sha prove by induction on a d that the tree T exists. Let N 1 be the set of a vertices of degree 3 which can be reached from v 0 on paths whose interna vertices a have degree 2. Then 1 N 1 d. Let N 2 be the second neighborhood of v 0, consisting of vertices of degree 3 which are not in N 1 {v 0 } and which can be reached from v 0 on paths for which exacty one interna vertex has degree 3. Simiary, et N 3 be the third neighborhood of v 0. Then 1 N 2 d(d 1) and N 3 1 since H is connected and 2a 2 (d 1) 2 > 1+d+d(d 1) 1+ N 1 + N 2. Let v 3 N 3, and et W be a path from v 0 to v 3 which contains precisey two other vertices of degree 3. Now, contract W to a vertex ṽ 0 and remove possibe parae edges. Denote the resuting graph by H. If a vertex of H has degree smaer than in H, then it was adjacent to two (or three) vertices of W. This impies that H has at east 2a 2 (d 1) 2 (2d 1) = 2a 2 ((d+1) 1) 2 vertices of degree 3. Since v 0 and v 3 have no common neighbors, ṽ 0 is its vertex of maximum degree d + 1. By the induction hypothesis, H contains a tree T with at east a vertices of degree 1. Ceary, T gives rise to the required tree T in H. At east one of the paths is everywhere nontrivia, say P 1. Let A 1 be the induced subgraph of A on the everywhere nontrivia paths. Let A 0 be the induced subgraph of A consisting of the connected component of A 1 containing P 1 together with (at most a 1) trivia paths adjacent to that component. From now on we sha assume that G is c(a)-connected, where c(3) = 7 and c(a) = 264a + 1 for a 4. Caim 3.2. A 0 A 1 has at east c(a) a+1 2 vertices. If a = 3, A 0 is isomorphic to a path or a cyce on at east four vertices. If a 4, then every vertex of A 0 A 1 has degree at most a 1 and at most 2a 2 of these vertices have degree more than 2 in A 0 A 1. Proof. Let U = V (A 0 A 1 ), x = U, and y = V (A 0 ) x. By Caim 3.1 we see that y a 1. Since the 2x + y endvertices of the paths in A 0 in Y p1 and Y p3 separate the graph G, we have 2x + y c(a). This impies that x (c(a) a + 1)/2, and proves the first part of the caim.

8 8 T. BÖHME, J. MAHARRY, AND B. MOHAR By Caim 3.1, every vertex in A 0 A 1 has degree at most a 1 in A. If a = 3, this impies that A 0 A 1 is a path or a cyce, and the trivia paths in V (A 0 ) can be adjacent ony to vertices of degree 1 in A 0 A 1. This and Caim 3.1 impy that A 0 is a path or a cyce. If V (A 0 ) 3, then the endpoints of the paths in V (A 0 ) woud give a 6-separator in G. Suppose now that a 4. By Caim 3.1 every vertex of A 0 A 1 has degree at most a 1. Suppose that there are more than 2a 2 vertices of degree 3. By Lemma 3.1, A 0 A 1 contains a tree T with a vertices of degree 1. Let U be the set of vertices of degree 2 in T. The subgraph of A induced by U is connected, and Caim 3.1 yieds a contradiction. This competes the proof. Denote by Z (i) the union of P j (p i, p i+1 ) where P j V (A 0 ), i = 1, 2,..., n 1 1. Let Z i be the subgraph of G obtained by taking the union of Z (i) and a those Z-bridges B that have a vertices of attachment in Z (i) such that there is no i < i for which B woud have a its vertices of attachment in Z (i ). 4. FINDING K 3,K MINORS In this section we consider the case when a = 3 since the best possibe connectivity 7 requires more eaborate techniques than the genera case treated in the next section. For i = 1, 2,..., n 1 2w 2, et H i = 2w k=0 Z i+k. Let R, R V (A 0 ) be paths which are adjacent in A 0. For i = 1, 2,..., n 1 2w 2 define the graph D i = D i (R, R ) as foows. First, take S = (R R ) H i together with a Z-bridges in H i that have vertices of attachment on R and on R. Finay, add two edges e 1, e 2, where e 1 joins the eft endvertices, λ in R H i and λ in R H i, and e 2 joins the right endvertices, ρ and ρ, of these two paths. Then S + e 1 + e 2 =: C is a cyce in D i. If R (R ) is everywhere trivia, then λ = ρ (λ = ρ ). Caim 4.1. Suppose that a = 3. Then for every i, there are adjacent vertices R, R of A 0 such that D i (R, R ) has no embedding in the pane where the vertices λ, λ, ρ, ρ woud ie on the outer face in the prescribed order. Proof. Suppose that H i is a panar graph. Let v j be the number of vertices of degree j in H i. By Euer s formua and standard counting arguments it foows that L := j 0(6 j)v j 12. (1)

9 MINORS IN GRAPHS OF BOUNDED TREE-WIDTH 9 Observe that H i has at most 2s vertices of degree 6 since the minimum degree in G is at east 7 (by the 7-connectivity of G). On the other hand, since at east three of the paths in H i are nontrivia, these paths contain at east 3(2(2w + 1) 1) = 12w + 3 vertices of degree 7 in H i. Therefore, L 6 2s (12w + 3) 12(w + 1) 12w 3 = 9. This contradiction to (1) shows that H i is not panar. Reca that A 0 is a path or a cyce on at east 4 vertices, R 1,..., R d, d 4. This impies, in particuar, that no Z-bridge in H i is attached to more than two of the paths (otherwise, there woud be a 3-cyce in A 0, and so A 0 woud be equa to the 3-cyce). Moreover, if every D i (R j, R j+1 ) (j = 1,..., d, indices taken moduo d) has an embedding in the pane with the corresponding cyce C j being the outer cyce, then d j=1 D i(r j, R j+1 ) H i woud be panar as we, contrary to the above. Hence, there is an index j such that D i (R j, R j+1 ) has no such embedding. Since there are no oca Z-bridges, D i (R j, R j+1 ) neither has an embedding in the pane where the vertices λ, λ, ρ, ρ are on the outer face in the prescribed order. We sha need a resut about crossing paths from from [9]. A separation of a graph G is a pair (A, B) of subraphs with A B = G and E(A B) =, and its order is V (A B). By a society we mean a pair (G, Ω), where G is a graph and Ω a cycic permutation of a subset Ω of V (G). A cross in (G, Ω) is a pair of disjoint paths in G with ends s 1, t 1 and s 2, t 2, respectivey, a in Ω, such that s 1, s 2, t 1, t 2 occur in Ω in that order (but not necessariy consecutive). The foowing formuation of a theorem of Robertson and Seymour [9] appears in [10]. Theorem 4.1 (Robertson and Seymour). Let (G, Ω) be a society such that there is no separation (A, B) of G of order 3 with Ω V (A) V (G). Then the foowing are equivaent: (a)there is no cross in (G, Ω). (b)g can be drawn in a disc with the vertices in Ω drawn on the boundary of the disc in order given by Ω. Caim 4.2. If D i (R, R ) is nonpanar, then one of the foowing hods: (a) D i (R, R ) contains disjoint paths Q 1, Q 2 connecting λ with ρ and λ with ρ, respectivey. (b) D i (R, R ) contains a path Q (resp., Q ) disjoint from R (resp., R) which connects λ and ρ (resp., λ and ρ ) such that after repacing R (resp., R ) by Q (resp., Q ), there is a Z-bridge in H i which is attached to more than two of the paths P 1,..., P s.

10 10 T. BÖHME, J. MAHARRY, AND B. MOHAR Proof. Let H = D i (R, R ). Let C be the cyce of H defined before Caim 4.1. Let Ω be the set of vertices of C which are incident with an edge in E(G)\E(H). The cycic order of Ω on C defines the society (H, Ω). Since G is 4-connected and no vertex in V (H) \ Ω is incident with an edge in E(G) \ E(H), there is no separation (A, B) of H of order 3 with Ω V (A) V (G). Since H is nonpanar, Theorem 4.1 impies that there is a cross R 1, R 2 in (H, Ω). Let α i, β i be the endvertices of R i (i = 1, 2). We may assume that: (i) None of the vertices λ, λ, ρ, ρ is an interna vertex of R 1 or R 2. Subject to (i) choose the cross R 1, R 2 such that (ii) {α 1, α 2, β 1, β 2 } contains as many vertices in {λ, λ, ρ, ρ } as possibe and, subject to (i) and (ii) (iii) as few edges in E(H) \ E(R R ) as possibe. If λ, λ, ρ, ρ are a endvertices of R 1, R 2, then we have (a). Hence we may assume that λ is not an endvertex of R 1, R 2. If R (R 1 R 2 ), et v be the first vertex of R 1 R 2 on R (starting at λ towards ρ). We may assume that v V (R 1 ). Let R 1 = R 1 R 1 where V (R 1) V (R 1) = {v}. By repacing one of the segments R 1 or R 1 in R 1 by a segment from v to λ on R, a new cross is obtained which contradicts (ii) or (iii), except when R 1 or R 1 is the segment of R from v to ρ. In particuar, three of the endvertices of R 1, R 2 are on R. The above proof impies that λ and ρ are the endvertices of the paths. Since R 1, R 2 cross, R 1 joins a vertex x V (R ) \ {λ, ρ } with ρ, and R 2 joins λ and ρ, where R 2 is disjoint from R. It is easy to see, that this gives (b). Suppose now that R (R 1 R 2 ) =. Condition (ii) impies that λ and ρ are the endvertices of R 1 and R 2, respectivey. There is a C-bridge B in H such that E(R 1 R 2 ) E(B). Since B is not a oca bridge, it is attached to R as we. Therefore, there is a path L in B from R to R 1 R 2 (say to R 2 ) which is internay disjoint from C R 1 R 2. Let y be the vertex of R 1 which is as cose as possibe to ρ on R. Let R 2 be the segment of R 2 from R 2 L to the end of R 2 distinct from ρ. By (iii), R 2 is disjoint from the segment Q of R from y to ρ. Therefore, the path Q composed of the segment of R 1 from λ to y and Q can be taken as the path Q in (b). Note that, after repacing R by Q, the Z-bridge containing L R 2 wi be attached to at east three paths in {P 1,..., P s }. We are ready to compete the proof of Theorem 1.1. Suppose that a = 3 and that A 0 is a path or a cyce on consecutive vertices R 1,..., R d, where 4 d w + 1. Let D j i = D i (R j, R j+1 ), j = 1,..., d. We sha ony

11 MINORS IN GRAPHS OF BOUNDED TREE-WIDTH 11 consider the indices i of the form i = 1 + t(2w + 2), t = 0, 1,..., and we ca them admissibe indices. Let us first assume that the case (b) of Caim 4.2 occurs ess than 2kd times at admissibe indices i. Since there are at east 4kd admissibe indices, Caim 4.2(a) impies that there is an index j {1,..., d}, and there are admissibe indices 1 i 1 < i 2 < < i k n 1 2w 2 such that (i) each of D j i 1, D j i 2,..., D j i k contains paths as stated in Caim 4.2(a), and (ii) for = 1,..., k 1, i +1 i 2w + 2. We can exchange the segments of the paths R j and R j+1 in H i by the two paths Q 1, Q 2 of Caim 4.2(a). In this way the new paths in H i Z i +2w+2 woud no onger satisfy the condition of Caim 3.1. Namey, if R j and R j+1 have degrees d 1, d 2 in A 0, then they woud be everywhere bridge connected (w.r.t. the sequence p i1 1, p i2 1,..., p ik 1) with d 1 + d 2 1 other paths. If d 1 = d 2 = 2, this gives a K 3,k minor in the same way as in the proof of Caim 3.1 (since one of R j or R j+1 is everywhere nontrivia). If d 1 = 1 (say), then the path R j+2 has degree 2 in A 0 by Caim 3.2 and (in addition to R j+3 ) it becomes everywhere bridge connected to the two new paths (w.r.t. the sequence p i1 1, p i2 1,..., p ik 1). It is easy to see from the definition of A 0 that R j+2 cannot be trivia, so the proof of Caim 3.1 appies again. Let us now assume that the case (b) of Caim 4.2 occurs 2kd or more times (for admissibe indices i). Then there is an index j {1,..., d}, and there are admissibe indices 1 i 1 < i 2 < < i k n 1 2w 2 such that (i) each of D j i 1, D j i 2,..., D j i k contains a path Q (or each of D j i 1, D j i 2,..., D j i k contains a path Q ) as stated in Caim 4.2(b), and (ii) for = 1,..., k 1, i +1 i 2w + 2. For any D j i we repace the segment of R j (resp., R j+1 ) by the corresponding path Q (resp., Q ) such that there is a Z-bridge (where Z is defined as the union of the new paths) attached to R j, R j+1, and R j+2 (or R j 1 ). We may assume that k of these bridges, B 1,..., B k are attached to R j, R j+1, and R j+2. Now, there is a K 3,k -minor obtained by contracting R j, R j+1, R j+2 into singe vertices and adding paths in B 1,..., B k to these vertices. This competes the proof of Theorem FINDING K A,K MINORS FOR A 4 Suppose now that a 4 and c(a) = 264a + 1. Let r = 2c(a) + 2. For i = 1, 2,..., n 1 r, et H i = r 1 j=0 Z i+j. We aso write S i = Y pi. Caim 5.1. For every 1 i n 1 r, the average degree of vertices in H i is at east c(a) 1 2.

12 12 T. BÖHME, J. MAHARRY, AND B. MOHAR Proof. Every vertex of G has degree at east c(a). Let s 0 = V (A 0 A 1 ) be the number of everywhere nontrivia paths in V (A 0 ). Then V (H i ) s 0 (2r + 1) > 4s 0 c(a). (2) Each trivia path in V (A 0 ) is everywhere bridge connected to some nontrivia path. Hence, the degree of the corresponding vertex in H i is at east r/2 c(a). Ony the ends of nontrivia paths can have degree ess than c(a) in H i. This fact and inequaity (2) impy that 2 E(H i ) c(a)( V (H i ) 2s 0 ) (c(a) 1 2 ) V (H i). This competes the proof. A graph L is said to be q-inked if it has at east 2q vertices and for any ordered q-tupes (s 1,..., s q ) and (t 1,..., t q ) of 2q distinct vertices of L, there exist pairwise disjoint paths P 1,..., P q such that for i = 1,..., q, the path P i connects s i and t i. Such coection of paths is caed a inkage of (s 1,..., s q ) and (t 1,..., t q ). Caim 5.2. For every 1 i n 1 r, there exists a subgraph L i of H i which is 3a-inked. Proof. Mader [5] proved that every graph of average degree at east 4c contains a c-connected subgraph. Therefore, since H i has average degree at east c(a) 1 264a, H i contains a 66a-connected subgraph L i. Boobás and Thomason [1] have shown that every 22t-connected graph is t-inked. Hence, the graph L i is 3a-inked. We wi now construct a disjoint paths P 1,..., P a by routing the paths P 1,..., P s through L i in at east k pairwise disjoint subgraphs H i. In each graph L i, there wi aso be an extra vertex inked to each of the a paths. Contracting these paths wi then give a K a,k -minor in G. Caim 5.3. In H i, there exist 2a pairwise disjoint paths, Q (i) 1,..., Q(i) a and Q 1 (i),..., Q a (i) such that the foowing hod: (a) For = 1, 2,..., a, the path Q (i) starts in L i and ends in S i+r. (b) For = 1, 2,..., a, the path Q (i) starts in S i and ends in L i. (c) Every path Q (i) and Q (i) ( = 1, 2,..., a) has ony its endvertices in S i S i+r V (L i ).

13 MINORS IN GRAPHS OF BOUNDED TREE-WIDTH 13 Proof. Let Π 0 = V (A 0 )\V (A 1 ) be the set of vertices of H i corresponding to the trivia paths in A 0. Let W = {W 1,..., W 2a } be a set of 2a pairwise disjoint paths joining V (L i ) with S i S i+r such that: (1) W H i Π 0 for every = 1, 2,..., 2a. (2) The number of edges in 2a =1 E(W ) \ r 1 j=0 E(Z (i + j)) is minimum. (3) Subject to (2), if n L is the number of paths W ending in S i, and n R is the number of paths W ending in S i+r, n L n R is minimum. Disjoint paths satisfying (1) exist by arge connectivity: Since c(a) 3a 1, and V (L i ) > 3a, and S i S i+r 3a 1, there exist 3a 1 disjoint paths from V (L i ) to S i S i+r+1 by Menger s theorem. Since there are at most a 1 vertices in Π 0, the remova of those paths which intersect Π 0 eaves at east 2a paths satisfying condition (1). If at east two paths of W intersect a path P j, then et W and W be the paths that intersect P j as cose as possibe (on P j ) to S i and S i+r, respectivey. If W = W, suppose that the intersection u of W with P j nearest S i (say) comes before the intersection nearest S i+r. By (2), W ends at S i, i.e., its segment from u to its end coincides with the segment P j (u, S i ) of P j. This shows that W W. Then the path W (resp. W ) must end at S i (resp. S i+r ) by (2). Suppose that precisey one path, say W W, intersects a path P j. In this case we can eect to have W ending at P j S i or at P j S i+r by foowing the path P j. This impies that the vaue n L n R in (3) can be made to be zero. Then n L = n R = a. Now et the a paths in W that end in S i be caed Q 1 (i), Q 2 (i),..., Q a (i) and the a paths in W that end in S i+r be caed Q (i) 1, Q(i) 2,..., Q(i) a. It is easy to see that (c) may be requested. This competes the proof. Let T be a spanning tree of A 0 A 1. By Caim 3.2, V (T ) a. This impies the foowing caim. Caim 5.4. There are vertices t 1, t 2,..., t a of T such that for = 1, 2,..., a, the vertex t is a eaf of the subtree T \ {t 1,..., t 1 }. For each i = 1, 2,..., n 1 r and each = 1, 2,..., a, et J (i) {P 1,..., P s } be the vertex of T such that Q (i) ends up on the corresponding path in G. Choose an enumeration of Q (i) 1, Q(i) 2,..., Q(i) a such that, for = 1, 2,..., a, the distance from J (i) to t in T is minimum (where smaer vaues of have preference over the arger vaues). Choose a simiar enumeration of Q 1 (i),..., Q a (i). Define α = r + 4a + 2 and for t = 1,..., k set i t = 1 + (t 1)α. Observe that i k = n 1 r.

14 14 T. BÖHME, J. MAHARRY, AND B. MOHAR To construct the path P, we first ink Q(it) to Q (it+1) for every t = 1,..., k 1. Then each Q (it) is inked to Q (it) inside L it (t = 1,..., k). We do this as described beow. Let i = i + α. Link Q (i) with Q (i ) as foows: Foow the path J (i) S i+r through 2 segments to the separator S i+r+2. Continue from J (i) the path within Z i+r+2 to the path t. This can be done by foowing the bridges between paths corresponding to the path in the spanning tree T from J (i) to t. Construct a simiar path from Q (i ) to t using bridges in Z i 2. Then connect these paths aong t, and denote by P i Q (i) with Q (i ). Caim 5.5. the resuting path joining The constructed paths P i ( = 1,..., a) are pairwise disjoint. Proof. Consider two of the paths, say P i and Pm, i where < m. There are four possibiities where these two paths may intersect: (1) P i intersects J (i) m then be coser to t in T, and the path Q (i) m inside Z i+r+2 : This is not possibe since J (i) m woud woud be indexed before Q (i). (2) P i m intersects t inside Z i+r+2m : This is not possibe since t is a eaf in T \ {t 1,..., t 1 }. The remaining cases, when P i intersects Pm i inside Z i 2 or inside Z i 2m (respectivey) are handed simiary. This competes the proof. Let v be the vertex of Q (i) in L i, and et u be the vertex of Q (i) in L i. Choose u to be a neighbor of u in L i \ {v 1,..., v a, u 1,..., u a }. Since L i is 3a-inked, the minimum degree of L i is at east 3a, so such neighbors exist. The vertices u may even be chosen so that they are pairwise distinct. Let v 1 = u 1, and et v 2,..., v a be distinct neighbors of v 1 in L i. We may assume that if v α = u β, then α = β. Since L i is 2a-inked, there is a inkage from (v 1,..., v a, v 1,..., v a) to (u 1,..., u a, u 1,..., u a). The resuting paths joining v and u ( = 1,..., a) are used to ink Q (i) and Q (i) inside L i, for i {i 1,..., i k }. Together with the paths P i, i {i 1,..., i k 1 }, this determines the path P. On the other hand, the paths in the inkage from (v 1,..., v a) to (u 1,..., u a) are disjoint from P1,..., Pa and can be used to ink v 1 to each of these paths. Now, it can be shown that G contains a K a,k minor: For each = 1,..., a, contract the path P to a singe vertex. For i {i 1,..., i k }, the vertex v 1 V (L i ) is joined to u 1,..., u a and hence to each of the a paths P1,..., Pa. Since this is repeated k times, we get a K a,k minor in G. The proof of Theorem 1.2 is compete.

15 MINORS IN GRAPHS OF BOUNDED TREE-WIDTH CONCLUSION Our more recent resuts show that the condition on bounded tree-width in Theorem 1.1 can be removed. The authors pan a second paper in which the arge tree-width case is handed. This wi prove the foowing, which was conjectured independenty by Ding [3] and the authors: There is a function f : N N such that any 7-connected graph on at east f(k) vertices contains a K 3,k minor. It seems reasonabe to the authors that this resut can be extended to K 4,k -minors and possiby even to K a,k -minors. The ogica conjectures woud be the foowing: Conjecture 6.1. There is a function f : N N such that any 9- connected graph on at east f(k) vertices contains a K 4,k minor. Conjecture 6.2. There are functions f : N N and c : N N such that any c(a)-connected graph on at east f(k) vertices contains a K a,k minor. Our fina remark is that the sequence of graphs K a,k, where a is fixed and k tends to infinity, is essentiay the ony famiy of graphs for which a resut ike our Theorem 1.2 hods. More precisey: Theorem 6.1. Let c and w c be positive integers, and et H k (k 1) be a sequence of graphs such that im k V (H k ) =. Suppose that for any positive integer k there exists an integer N(k) such that every c- connected graph of tree-width w and of order at east N(k) contains H k as a minor. Then H k m K c,n(k) for k 1. Proof. Ceary, the graph K c,n(k) is c-connected and has tree-width c w. By the assumption on the famiy H k, K c,n(k) contains H k as a minor. REFERENCES 1. B. Boobás, A. Thomason, Highy inked graphs, Combinatorica 16 (1996) R. Dieste, Graph Decompositions A Study in Infinite Graph Theory, Oxford University Press, Oxford, Guoi Ding, private communication. 4. M. Juvan, J. Marinček, B. Mohar, Eimination of oca bridges, Math. Sovaca 47 (1997) W. Mader, Existenz n-fach zusammenhängender Teigraphen in Graphen genügend grosser Kantendichte, Abh. Math. Sem. Univ. Hamburg 37 (1972)

16 16 T. BÖHME, J. MAHARRY, AND B. MOHAR 6. J. Maharry, A characterization of graphs with no cube minor, J. Combin. Theory Ser. B 80 (2000) J. Maharry, An excuded minor theorem for the octahedron, J. Graph Theory 31 (1999) N. Robertson, private communication. 9. N. Robertson, P. D. Seymour, Graph minors. IX. Disjoint crossed paths, J. Combin. Theory Ser. B 49 (1990) N. Robertson, P. D. Seymour, An outine of a disjoint paths agorithm, in: Paths, Fows, and VLSI-Layout, B. Korte, L. Lovász, H. J. Pröme, and A. Schrijver Eds., Springer-Verag, Berin, 1990, pp B. Oporowski, J. Oxey, R. Thomas, Typica subgraphs of 3- and 4-connected graphs, J. Combin. Theory Ser. B 57 (1993) R. Thomas, Recent excuded minor theorems for graphs, in Surveys in Combinatorics, 1999 (Canterbury), Cambridge Univ. Press, Cambridge, 1999, pp K. Wagner, Über eine Eigenschaft der ebenen Kompexe, Math. Ann. 114 (1937)

Problem set 6 The Perron Frobenius theorem.

Problem set 6 The Perron Frobenius theorem. Probem set 6 The Perron Frobenius theorem. Math 22a4 Oct 2 204, Due Oct.28 In a future probem set I want to discuss some criteria which aow us to concude that that the ground state of a sef-adjoint operator

More information

Nested Cycles in Large Triangulations and Crossing-Critical Graphs

Nested Cycles in Large Triangulations and Crossing-Critical Graphs Nested Cycles in Large Triangulations and Crossing-Critical Graphs César Hernández Vélez 1, Gelasio Salazar,1, and Robin Thomas,2 1 Instituto de Física, Universidad Autónoma de San Luis Potosí. San Luis

More information

arxiv: v1 [math.co] 12 May 2013

arxiv: v1 [math.co] 12 May 2013 EMBEDDING CYCLES IN FINITE PLANES FELIX LAZEBNIK, KEITH E. MELLINGER, AND SCAR VEGA arxiv:1305.2646v1 [math.c] 12 May 2013 Abstract. We define and study embeddings of cyces in finite affine and projective

More information

THE THREE POINT STEINER PROBLEM ON THE FLAT TORUS: THE MINIMAL LUNE CASE

THE THREE POINT STEINER PROBLEM ON THE FLAT TORUS: THE MINIMAL LUNE CASE THE THREE POINT STEINER PROBLEM ON THE FLAT TORUS: THE MINIMAL LUNE CASE KATIE L. MAY AND MELISSA A. MITCHELL Abstract. We show how to identify the minima path network connecting three fixed points on

More information

GUOLI DING AND STAN DZIOBIAK. 1. Introduction

GUOLI DING AND STAN DZIOBIAK. 1. Introduction -CONNECTED GRAPHS OF PATH-WIDTH AT MOST THREE GUOLI DING AND STAN DZIOBIAK Abstract. It is known that the list of excluded minors for the minor-closed class of graphs of path-width numbers in the millions.

More information

arxiv: v1 [math.co] 28 Oct 2016

arxiv: v1 [math.co] 28 Oct 2016 More on foxes arxiv:1610.09093v1 [math.co] 8 Oct 016 Matthias Kriesell Abstract Jens M. Schmidt An edge in a k-connected graph G is called k-contractible if the graph G/e obtained from G by contracting

More information

Pattern Frequency Sequences and Internal Zeros

Pattern Frequency Sequences and Internal Zeros Advances in Appied Mathematics 28, 395 420 (2002 doi:10.1006/aama.2001.0789, avaiabe onine at http://www.ideaibrary.com on Pattern Frequency Sequences and Interna Zeros Mikós Bóna Department of Mathematics,

More information

arxiv: v1 [math.co] 17 Dec 2018

arxiv: v1 [math.co] 17 Dec 2018 On the Extrema Maximum Agreement Subtree Probem arxiv:1812.06951v1 [math.o] 17 Dec 2018 Aexey Markin Department of omputer Science, Iowa State University, USA amarkin@iastate.edu Abstract Given two phyogenetic

More information

TIGHT HAMILTON CYCLES IN RANDOM HYPERGRAPHS

TIGHT HAMILTON CYCLES IN RANDOM HYPERGRAPHS TIGHT HAMILTON CYCLES IN RANDOM HYPERGRAPHS PETER ALLEN*, JULIA BÖTTCHER*, YOSHIHARU KOHAYAKAWA, AND YURY PERSON Abstract. We give an agorithmic proof for the existence of tight Hamiton cyces in a random

More information

MONOCHROMATIC LOOSE PATHS IN MULTICOLORED k-uniform CLIQUES

MONOCHROMATIC LOOSE PATHS IN MULTICOLORED k-uniform CLIQUES MONOCHROMATIC LOOSE PATHS IN MULTICOLORED k-uniform CLIQUES ANDRZEJ DUDEK AND ANDRZEJ RUCIŃSKI Abstract. For positive integers k and, a k-uniform hypergraph is caed a oose path of ength, and denoted by

More information

On a Conjecture of Thomassen

On a Conjecture of Thomassen On a Conjecture of Thomassen Michelle Delcourt Department of Mathematics University of Illinois Urbana, Illinois 61801, U.S.A. delcour2@illinois.edu Asaf Ferber Department of Mathematics Yale University,

More information

(f) is called a nearly holomorphic modular form of weight k + 2r as in [5].

(f) is called a nearly holomorphic modular form of weight k + 2r as in [5]. PRODUCTS OF NEARLY HOLOMORPHIC EIGENFORMS JEFFREY BEYERL, KEVIN JAMES, CATHERINE TRENTACOSTE, AND HUI XUE Abstract. We prove that the product of two neary hoomorphic Hece eigenforms is again a Hece eigenform

More information

The Group Structure on a Smooth Tropical Cubic

The Group Structure on a Smooth Tropical Cubic The Group Structure on a Smooth Tropica Cubic Ethan Lake Apri 20, 2015 Abstract Just as in in cassica agebraic geometry, it is possibe to define a group aw on a smooth tropica cubic curve. In this note,

More information

BASIC NOTIONS AND RESULTS IN TOPOLOGY. 1. Metric spaces. Sets with finite diameter are called bounded sets. For x X and r > 0 the set

BASIC NOTIONS AND RESULTS IN TOPOLOGY. 1. Metric spaces. Sets with finite diameter are called bounded sets. For x X and r > 0 the set BASIC NOTIONS AND RESULTS IN TOPOLOGY 1. Metric spaces A metric on a set X is a map d : X X R + with the properties: d(x, y) 0 and d(x, y) = 0 x = y, d(x, y) = d(y, x), d(x, y) d(x, z) + d(z, y), for a

More information

Forcing unbalanced complete bipartite minors

Forcing unbalanced complete bipartite minors Forcing unbalanced complete bipartite minors Daniela Kühn Deryk Osthus Abstract Myers conjectured that for every integer s there exists a positive constant C such that for all integers t every graph of

More information

Subdivisions of Large Complete Bipartite Graphs and Long Induced Paths in k-connected Graphs Thomas Bohme Institut fur Mathematik Technische Universit

Subdivisions of Large Complete Bipartite Graphs and Long Induced Paths in k-connected Graphs Thomas Bohme Institut fur Mathematik Technische Universit Subdivisions of Large Complete Bipartite Graphs and Long Induced Paths in k-connected Graphs Thomas Bohme Institut fur Mathematik Technische Universitat Ilmenau Ilmenau, Germany Riste Skrekovski z Department

More information

Stat 155 Game theory, Yuval Peres Fall Lectures 4,5,6

Stat 155 Game theory, Yuval Peres Fall Lectures 4,5,6 Stat 155 Game theory, Yuva Peres Fa 2004 Lectures 4,5,6 In the ast ecture, we defined N and P positions for a combinatoria game. We wi now show more formay that each starting position in a combinatoria

More information

Lower Bounds for the Relative Greedy Algorithm for Approximating Steiner Trees

Lower Bounds for the Relative Greedy Algorithm for Approximating Steiner Trees This paper appeared in: Networks 47:2 (2006), -5 Lower Bounds for the Reative Greed Agorithm for Approimating Steiner Trees Stefan Hougard Stefan Kirchner Humbodt-Universität zu Berin Institut für Informatik

More information

THE REACHABILITY CONES OF ESSENTIALLY NONNEGATIVE MATRICES

THE REACHABILITY CONES OF ESSENTIALLY NONNEGATIVE MATRICES THE REACHABILITY CONES OF ESSENTIALLY NONNEGATIVE MATRICES by Michae Neumann Department of Mathematics, University of Connecticut, Storrs, CT 06269 3009 and Ronad J. Stern Department of Mathematics, Concordia

More information

HAMILTON DECOMPOSITIONS OF ONE-ENDED CAYLEY GRAPHS

HAMILTON DECOMPOSITIONS OF ONE-ENDED CAYLEY GRAPHS HAMILTON DECOMPOSITIONS OF ONE-ENDED CAYLEY GRAPHS JOSHUA ERDE, FLORIAN LEHNER, AND MAX PITZ Abstract. We prove that any one-ended, ocay finite Cayey graph with non-torsion generators admits a decomposition

More information

Spanning Paths in Infinite Planar Graphs

Spanning Paths in Infinite Planar Graphs Spanning Paths in Infinite Planar Graphs Nathaniel Dean AT&T, ROOM 2C-415 600 MOUNTAIN AVENUE MURRAY HILL, NEW JERSEY 07974-0636, USA Robin Thomas* Xingxing Yu SCHOOL OF MATHEMATICS GEORGIA INSTITUTE OF

More information

MARKOV CHAINS AND MARKOV DECISION THEORY. Contents

MARKOV CHAINS AND MARKOV DECISION THEORY. Contents MARKOV CHAINS AND MARKOV DECISION THEORY ARINDRIMA DATTA Abstract. In this paper, we begin with a forma introduction to probabiity and expain the concept of random variabes and stochastic processes. After

More information

Completion. is dense in H. If V is complete, then U(V) = H.

Completion. is dense in H. If V is complete, then U(V) = H. Competion Theorem 1 (Competion) If ( V V ) is any inner product space then there exists a Hibert space ( H H ) and a map U : V H such that (i) U is 1 1 (ii) U is inear (iii) UxUy H xy V for a xy V (iv)

More information

TIGHT HAMILTON CYCLES IN RANDOM HYPERGRAPHS

TIGHT HAMILTON CYCLES IN RANDOM HYPERGRAPHS TIGHT HAMILTON CYCLES IN RANDOM HYPERGRAPHS PETER ALLEN*, JULIA BÖTTCHER*, YOSHIHARU KOHAYAKAWA, AND YURY PERSON Abstract. We give an agorithmic proof for the existence of tight Hamiton cyces in a random

More information

Co-degree density of hypergraphs

Co-degree density of hypergraphs Co-degree density of hypergraphs Dhruv Mubayi Department of Mathematics, Statistics, and Computer Science University of Iinois at Chicago Chicago, IL 60607 Yi Zhao Department of Mathematics and Statistics

More information

VI.G Exact free energy of the Square Lattice Ising model

VI.G Exact free energy of the Square Lattice Ising model VI.G Exact free energy of the Square Lattice Ising mode As indicated in eq.(vi.35), the Ising partition function is reated to a sum S, over coections of paths on the attice. The aowed graphs for a square

More information

Partial permutation decoding for MacDonald codes

Partial permutation decoding for MacDonald codes Partia permutation decoding for MacDonad codes J.D. Key Department of Mathematics and Appied Mathematics University of the Western Cape 7535 Bevie, South Africa P. Seneviratne Department of Mathematics

More information

Restricted weak type on maximal linear and multilinear integral maps.

Restricted weak type on maximal linear and multilinear integral maps. Restricted weak type on maxima inear and mutiinear integra maps. Oscar Basco Abstract It is shown that mutiinear operators of the form T (f 1,..., f k )(x) = R K(x, y n 1,..., y k )f 1 (y 1 )...f k (y

More information

Monomial Hopf algebras over fields of positive characteristic

Monomial Hopf algebras over fields of positive characteristic Monomia Hopf agebras over fieds of positive characteristic Gong-xiang Liu Department of Mathematics Zhejiang University Hangzhou, Zhejiang 310028, China Yu Ye Department of Mathematics University of Science

More information

Generalized Bell polynomials and the combinatorics of Poisson central moments

Generalized Bell polynomials and the combinatorics of Poisson central moments Generaized Be poynomias and the combinatorics of Poisson centra moments Nicoas Privaut Division of Mathematica Sciences Schoo of Physica and Mathematica Sciences Nanyang Technoogica University SPMS-MAS-05-43,

More information

Reichenbachian Common Cause Systems

Reichenbachian Common Cause Systems Reichenbachian Common Cause Systems G. Hofer-Szabó Department of Phiosophy Technica University of Budapest e-mai: gszabo@hps.ete.hu Mikós Rédei Department of History and Phiosophy of Science Eötvös University,

More information

#A48 INTEGERS 12 (2012) ON A COMBINATORIAL CONJECTURE OF TU AND DENG

#A48 INTEGERS 12 (2012) ON A COMBINATORIAL CONJECTURE OF TU AND DENG #A48 INTEGERS 12 (2012) ON A COMBINATORIAL CONJECTURE OF TU AND DENG Guixin Deng Schoo of Mathematica Sciences, Guangxi Teachers Education University, Nanning, P.R.China dengguixin@ive.com Pingzhi Yuan

More information

List edge and list total colorings of planar graphs without non-induced 7-cycles

List edge and list total colorings of planar graphs without non-induced 7-cycles List edge and ist tota coorings of panar graphs without non-induced 7-cyces Aijun Dong, Guizhen Liu, Guojun Li To cite this version: Aijun Dong, Guizhen Liu, Guojun Li. List edge and ist tota coorings

More information

Cryptanalysis of PKP: A New Approach

Cryptanalysis of PKP: A New Approach Cryptanaysis of PKP: A New Approach Éiane Jaumes and Antoine Joux DCSSI 18, rue du Dr. Zamenhoff F-92131 Issy-es-Mx Cedex France eiane.jaumes@wanadoo.fr Antoine.Joux@ens.fr Abstract. Quite recenty, in

More information

are left and right inverses of b, respectively, then: (b b 1 and b 1 = b 1 b 1 id T = b 1 b) b 1 so they are the same! r ) = (b 1 r = id S b 1 r = b 1

are left and right inverses of b, respectively, then: (b b 1 and b 1 = b 1 b 1 id T = b 1 b) b 1 so they are the same! r ) = (b 1 r = id S b 1 r = b 1 Lecture 1. The Category of Sets PCMI Summer 2015 Undergraduate Lectures on Fag Varieties Lecture 1. Some basic set theory, a moment of categorica zen, and some facts about the permutation groups on n etters.

More information

On colorings of the Boolean lattice avoiding a rainbow copy of a poset arxiv: v1 [math.co] 21 Dec 2018

On colorings of the Boolean lattice avoiding a rainbow copy of a poset arxiv: v1 [math.co] 21 Dec 2018 On coorings of the Booean attice avoiding a rainbow copy of a poset arxiv:1812.09058v1 [math.co] 21 Dec 2018 Baázs Patkós Afréd Rényi Institute of Mathematics, Hungarian Academy of Scinces H-1053, Budapest,

More information

Tree-width and planar minors

Tree-width and planar minors Tree-width and planar minors Alexander Leaf and Paul Seymour 1 Princeton University, Princeton, NJ 08544 May 22, 2012; revised March 18, 2014 1 Supported by ONR grant N00014-10-1-0680 and NSF grant DMS-0901075.

More information

MINIMALLY NON-PFAFFIAN GRAPHS

MINIMALLY NON-PFAFFIAN GRAPHS MINIMALLY NON-PFAFFIAN GRAPHS SERGUEI NORINE AND ROBIN THOMAS Abstract. We consider the question of characterizing Pfaffian graphs. We exhibit an infinite family of non-pfaffian graphs minimal with respect

More information

On the Goal Value of a Boolean Function

On the Goal Value of a Boolean Function On the Goa Vaue of a Booean Function Eric Bach Dept. of CS University of Wisconsin 1210 W. Dayton St. Madison, WI 53706 Lisa Heerstein Dept of CSE NYU Schoo of Engineering 2 Metrotech Center, 10th Foor

More information

A NOTE ON QUASI-STATIONARY DISTRIBUTIONS OF BIRTH-DEATH PROCESSES AND THE SIS LOGISTIC EPIDEMIC

A NOTE ON QUASI-STATIONARY DISTRIBUTIONS OF BIRTH-DEATH PROCESSES AND THE SIS LOGISTIC EPIDEMIC (January 8, 2003) A NOTE ON QUASI-STATIONARY DISTRIBUTIONS OF BIRTH-DEATH PROCESSES AND THE SIS LOGISTIC EPIDEMIC DAMIAN CLANCY, University of Liverpoo PHILIP K. POLLETT, University of Queensand Abstract

More information

EXCLUDING SUBDIVISIONS OF INFINITE CLIQUES. Neil Robertson* Department of Mathematics Ohio State University 231 W. 18th Ave. Columbus, Ohio 43210, USA

EXCLUDING SUBDIVISIONS OF INFINITE CLIQUES. Neil Robertson* Department of Mathematics Ohio State University 231 W. 18th Ave. Columbus, Ohio 43210, USA EXCLUDING SUBDIVISIONS OF INFINITE CLIQUES Neil Robertson* Department of Mathematics Ohio State University 231 W. 18th Ave. Columbus, Ohio 43210, USA P. D. Seymour Bellcore 445 South St. Morristown, New

More information

How many random edges make a dense hypergraph non-2-colorable?

How many random edges make a dense hypergraph non-2-colorable? How many random edges make a dense hypergraph non--coorabe? Benny Sudakov Jan Vondrák Abstract We study a mode of random uniform hypergraphs, where a random instance is obtained by adding random edges

More information

Analysis of Emerson s Multiple Model Interpolation Estimation Algorithms: The MIMO Case

Analysis of Emerson s Multiple Model Interpolation Estimation Algorithms: The MIMO Case Technica Report PC-04-00 Anaysis of Emerson s Mutipe Mode Interpoation Estimation Agorithms: The MIMO Case João P. Hespanha Dae E. Seborg University of Caifornia, Santa Barbara February 0, 004 Anaysis

More information

PRIME TWISTS OF ELLIPTIC CURVES

PRIME TWISTS OF ELLIPTIC CURVES PRIME TWISTS OF ELLIPTIC CURVES DANIEL KRIZ AND CHAO LI Abstract. For certain eiptic curves E/Q with E(Q)[2] = Z/2Z, we prove a criterion for prime twists of E to have anaytic rank 0 or 1, based on a mod

More information

XSAT of linear CNF formulas

XSAT of linear CNF formulas XSAT of inear CN formuas Bernd R. Schuh Dr. Bernd Schuh, D-50968 Kön, Germany; bernd.schuh@netcoogne.de eywords: compexity, XSAT, exact inear formua, -reguarity, -uniformity, NPcompeteness Abstract. Open

More information

Tree-width. September 14, 2015

Tree-width. September 14, 2015 Tree-width Zdeněk Dvořák September 14, 2015 A tree decomposition of a graph G is a pair (T, β), where β : V (T ) 2 V (G) assigns a bag β(n) to each vertex of T, such that for every v V (G), there exists

More information

CS229 Lecture notes. Andrew Ng

CS229 Lecture notes. Andrew Ng CS229 Lecture notes Andrew Ng Part IX The EM agorithm In the previous set of notes, we taked about the EM agorithm as appied to fitting a mixture of Gaussians. In this set of notes, we give a broader view

More information

Homogeneity properties of subadditive functions

Homogeneity properties of subadditive functions Annaes Mathematicae et Informaticae 32 2005 pp. 89 20. Homogeneity properties of subadditive functions Pá Burai and Árpád Száz Institute of Mathematics, University of Debrecen e-mai: buraip@math.kte.hu

More information

The ordered set of principal congruences of a countable lattice

The ordered set of principal congruences of a countable lattice The ordered set of principa congruences of a countabe attice Gábor Czédi To the memory of András P. Huhn Abstract. For a attice L, et Princ(L) denote the ordered set of principa congruences of L. In a

More information

MATH 172: MOTIVATION FOR FOURIER SERIES: SEPARATION OF VARIABLES

MATH 172: MOTIVATION FOR FOURIER SERIES: SEPARATION OF VARIABLES MATH 172: MOTIVATION FOR FOURIER SERIES: SEPARATION OF VARIABLES Separation of variabes is a method to sove certain PDEs which have a warped product structure. First, on R n, a inear PDE of order m is

More information

FRIEZE GROUPS IN R 2

FRIEZE GROUPS IN R 2 FRIEZE GROUPS IN R 2 MAXWELL STOLARSKI Abstract. Focusing on the Eucidean pane under the Pythagorean Metric, our goa is to cassify the frieze groups, discrete subgroups of the set of isometries of the

More information

are left and right inverses of b, respectively, then: (b b 1 and b 1 = b 1 b 1 id T = b 1 b) b 1 so they are the same! r ) = (b 1 r = id S b 1 r = b 1

are left and right inverses of b, respectively, then: (b b 1 and b 1 = b 1 b 1 id T = b 1 b) b 1 so they are the same! r ) = (b 1 r = id S b 1 r = b 1 Lecture 1. The Category of Sets PCMI Summer 2015 Undergraduate Lectures on Fag Varieties Lecture 1. Some basic set theory, a moment of categorica zen, and some facts about the permutation groups on n etters.

More information

4 CONNECTED PROJECTIVE-PLANAR GRAPHS ARE HAMILTONIAN. Robin Thomas* Xingxing Yu**

4 CONNECTED PROJECTIVE-PLANAR GRAPHS ARE HAMILTONIAN. Robin Thomas* Xingxing Yu** 4 CONNECTED PROJECTIVE-PLANAR GRAPHS ARE HAMILTONIAN Robin Thomas* Xingxing Yu** School of Mathematics Georgia Institute of Technology Atlanta, Georgia 30332, USA May 1991, revised 23 October 1993. Published

More information

Supersaturation for Ramsey-Turán problems

Supersaturation for Ramsey-Turán problems Supersaturation for Ramsey-Turán probems Dhruv Mubayi Vojtĕch Röd Apri 8, 005 Abstract For an -graph G, the Turán number ex(n, G is the maximum number of edges in an n-vertex -graph H containing no copy

More information

STABLE GRAPHS BENJAMIN OYE

STABLE GRAPHS BENJAMIN OYE STABLE GRAPHS BENJAMIN OYE Abstract. In Reguarity Lemmas for Stabe Graphs [1] Maiaris and Sheah appy toos from mode theory to obtain stronger forms of Ramsey's theorem and Szemeredi's reguarity emma for

More information

Gauss Law. 2. Gauss s Law: connects charge and field 3. Applications of Gauss s Law

Gauss Law. 2. Gauss s Law: connects charge and field 3. Applications of Gauss s Law Gauss Law 1. Review on 1) Couomb s Law (charge and force) 2) Eectric Fied (fied and force) 2. Gauss s Law: connects charge and fied 3. Appications of Gauss s Law Couomb s Law and Eectric Fied Couomb s

More information

UNIQUENESS OF HIGHLY REPRESENTATIVE SURFACE EMBEDDINGS

UNIQUENESS OF HIGHLY REPRESENTATIVE SURFACE EMBEDDINGS UNIQUENESS OF HIGHLY REPRESENTATIVE SURFACE EMBEDDINGS P. D. Seymour Bellcore 445 South St. Morristown, New Jersey 07960, USA and Robin Thomas 1 School of Mathematics Georgia Institute of Technology Atlanta,

More information

Approximated MLC shape matrix decomposition with interleaf collision constraint

Approximated MLC shape matrix decomposition with interleaf collision constraint Approximated MLC shape matrix decomposition with intereaf coision constraint Thomas Kainowski Antje Kiese Abstract Shape matrix decomposition is a subprobem in radiation therapy panning. A given fuence

More information

MIXING AUTOMORPHISMS OF COMPACT GROUPS AND A THEOREM OF SCHLICKEWEI

MIXING AUTOMORPHISMS OF COMPACT GROUPS AND A THEOREM OF SCHLICKEWEI MIXING AUTOMORPHISMS OF COMPACT GROUPS AND A THEOREM OF SCHLICKEWEI KLAUS SCHMIDT AND TOM WARD Abstract. We prove that every mixing Z d -action by automorphisms of a compact, connected, abeian group is

More information

Fractional coloring and the odd Hadwiger s conjecture

Fractional coloring and the odd Hadwiger s conjecture European Journal of Combinatorics 29 (2008) 411 417 www.elsevier.com/locate/ejc Fractional coloring and the odd Hadwiger s conjecture Ken-ichi Kawarabayashi a, Bruce Reed b a National Institute of Informatics,

More information

Section 6: Magnetostatics

Section 6: Magnetostatics agnetic fieds in matter Section 6: agnetostatics In the previous sections we assumed that the current density J is a known function of coordinates. In the presence of matter this is not aways true. The

More information

Homework 5 Solutions

Homework 5 Solutions Stat 310B/Math 230B Theory of Probabiity Homework 5 Soutions Andrea Montanari Due on 2/19/2014 Exercise [5.3.20] 1. We caim that n 2 [ E[h F n ] = 2 n i=1 A i,n h(u)du ] I Ai,n (t). (1) Indeed, integrabiity

More information

CS 331: Artificial Intelligence Propositional Logic 2. Review of Last Time

CS 331: Artificial Intelligence Propositional Logic 2. Review of Last Time CS 33 Artificia Inteigence Propositiona Logic 2 Review of Last Time = means ogicay foows - i means can be derived from If your inference agorithm derives ony things that foow ogicay from the KB, the inference

More information

On the number of cycles in a graph with restricted cycle lengths

On the number of cycles in a graph with restricted cycle lengths On the number of cycles in a graph with restricted cycle lengths Dániel Gerbner, Balázs Keszegh, Cory Palmer, Balázs Patkós arxiv:1610.03476v1 [math.co] 11 Oct 2016 October 12, 2016 Abstract Let L be a

More information

arxiv: v1 [math.co] 25 Mar 2019

arxiv: v1 [math.co] 25 Mar 2019 Functoria invariants of trees and their cones Nichoas Proudfoot and Eric Ramos Department of Mathematics, University of Oregon, Eugene, OR 97403 arxiv:1903.10592v1 [math.co] 25 Mar 2019 Abstract. We study

More information

Math 124B January 17, 2012

Math 124B January 17, 2012 Math 124B January 17, 212 Viktor Grigoryan 3 Fu Fourier series We saw in previous ectures how the Dirichet and Neumann boundary conditions ead to respectivey sine and cosine Fourier series of the initia

More information

Generalised colouring sums of graphs

Generalised colouring sums of graphs PURE MATHEMATICS RESEARCH ARTICLE Generaised coouring sums of graphs Johan Kok 1, NK Sudev * and KP Chithra 3 Received: 19 October 015 Accepted: 05 January 016 First Pubished: 09 January 016 Corresponding

More information

CONGRUENCES. 1. History

CONGRUENCES. 1. History CONGRUENCES HAO BILLY LEE Abstract. These are notes I created for a seminar tak, foowing the papers of On the -adic Representations and Congruences for Coefficients of Moduar Forms by Swinnerton-Dyer and

More information

An Extension of Almost Sure Central Limit Theorem for Order Statistics

An Extension of Almost Sure Central Limit Theorem for Order Statistics An Extension of Amost Sure Centra Limit Theorem for Order Statistics T. Bin, P. Zuoxiang & S. Nadarajah First version: 6 December 2007 Research Report No. 9, 2007, Probabiity Statistics Group Schoo of

More information

Powers of Ideals: Primary Decompositions, Artin-Rees Lemma and Regularity

Powers of Ideals: Primary Decompositions, Artin-Rees Lemma and Regularity Powers of Ideas: Primary Decompositions, Artin-Rees Lemma and Reguarity Irena Swanson Department of Mathematica Sciences, New Mexico State University, Las Cruces, NM 88003-8001 (e-mai: iswanson@nmsu.edu)

More information

Chordal Graphs, Interval Graphs, and wqo

Chordal Graphs, Interval Graphs, and wqo Chordal Graphs, Interval Graphs, and wqo Guoli Ding DEPARTMENT OF MATHEMATICS LOUISIANA STATE UNIVERSITY BATON ROUGE, LA 70803-4918 E-mail: ding@math.lsu.edu Received July 29, 1997 Abstract: Let be the

More information

Sergey Norin Department of Mathematics and Statistics McGill University Montreal, Quebec H3A 2K6, Canada. and

Sergey Norin Department of Mathematics and Statistics McGill University Montreal, Quebec H3A 2K6, Canada. and NON-PLANAR EXTENSIONS OF SUBDIVISIONS OF PLANAR GRAPHS Sergey Norin Department of Mathematics and Statistics McGill University Montreal, Quebec H3A 2K6, Canada and Robin Thomas 1 School of Mathematics

More information

FOURIER SERIES ON ANY INTERVAL

FOURIER SERIES ON ANY INTERVAL FOURIER SERIES ON ANY INTERVAL Overview We have spent considerabe time earning how to compute Fourier series for functions that have a period of 2p on the interva (-p,p). We have aso seen how Fourier series

More information

Mat 1501 lecture notes, penultimate installment

Mat 1501 lecture notes, penultimate installment Mat 1501 ecture notes, penutimate instament 1. bounded variation: functions of a singe variabe optiona) I beieve that we wi not actuay use the materia in this section the point is mainy to motivate the

More information

Packing cycles with modularity constraints

Packing cycles with modularity constraints Packing cycles with modularity constraints Paul Wollan Mathematisches Seminar der Universität Hamburg Bundesstr. 55 20146 Hamburg, Germany Abstract We prove that for all positive integers k, there exists

More information

Decomposing planar cubic graphs

Decomposing planar cubic graphs Decomposing planar cubic graphs Arthur Hoffmann-Ostenhof Tomáš Kaiser Kenta Ozeki Abstract The 3-Decomposition Conjecture states that every connected cubic graph can be decomposed into a spanning tree,

More information

Approximated MLC shape matrix decomposition with interleaf collision constraint

Approximated MLC shape matrix decomposition with interleaf collision constraint Agorithmic Operations Research Vo.4 (29) 49 57 Approximated MLC shape matrix decomposition with intereaf coision constraint Antje Kiese and Thomas Kainowski Institut für Mathematik, Universität Rostock,

More information

The distribution of the number of nodes in the relative interior of the typical I-segment in homogeneous planar anisotropic STIT Tessellations

The distribution of the number of nodes in the relative interior of the typical I-segment in homogeneous planar anisotropic STIT Tessellations Comment.Math.Univ.Caroin. 51,3(21) 53 512 53 The distribution of the number of nodes in the reative interior of the typica I-segment in homogeneous panar anisotropic STIT Tesseations Christoph Thäe Abstract.

More information

A Brief Introduction to Markov Chains and Hidden Markov Models

A Brief Introduction to Markov Chains and Hidden Markov Models A Brief Introduction to Markov Chains and Hidden Markov Modes Aen B MacKenzie Notes for December 1, 3, &8, 2015 Discrete-Time Markov Chains You may reca that when we first introduced random processes,

More information

UNIFORM CONVERGENCE OF MULTIPLIER CONVERGENT SERIES

UNIFORM CONVERGENCE OF MULTIPLIER CONVERGENT SERIES royecciones Vo. 26, N o 1, pp. 27-35, May 2007. Universidad Catóica de Norte Antofagasta - Chie UNIFORM CONVERGENCE OF MULTILIER CONVERGENT SERIES CHARLES SWARTZ NEW MEXICO STATE UNIVERSITY Received :

More information

Note on Vertex-Disjoint Cycles

Note on Vertex-Disjoint Cycles Note on Vertex-Disjoint Cycles Jacques Verstraëte Department of Pure Mathematics and Mathematical Statistics Centre for Mathematical Sciences Wilberforce Road, Cambridge CB3 OWB England. November 999.

More information

A UNIVERSAL METRIC FOR THE CANONICAL BUNDLE OF A HOLOMORPHIC FAMILY OF PROJECTIVE ALGEBRAIC MANIFOLDS

A UNIVERSAL METRIC FOR THE CANONICAL BUNDLE OF A HOLOMORPHIC FAMILY OF PROJECTIVE ALGEBRAIC MANIFOLDS A UNIERSAL METRIC FOR THE CANONICAL BUNDLE OF A HOLOMORPHIC FAMILY OF PROJECTIE ALGEBRAIC MANIFOLDS DROR AROLIN Dedicated to M Saah Baouendi on the occasion of his 60th birthday 1 Introduction In his ceebrated

More information

UNAVOIDABLE INDUCED SUBGRAPHS IN LARGE GRAPHS WITH NO HOMOGENEOUS SETS

UNAVOIDABLE INDUCED SUBGRAPHS IN LARGE GRAPHS WITH NO HOMOGENEOUS SETS UNAVOIDABLE INDUCED SUBGRAPHS IN LARGE GRAPHS WITH NO HOMOGENEOUS SETS MARIA CHUDNOVSKY, RINGI KIM, SANG-IL OUM, AND PAUL SEYMOUR Abstract. An n-vertex graph is prime if it has no homogeneous set, that

More information

THE PARTITION FUNCTION AND HECKE OPERATORS

THE PARTITION FUNCTION AND HECKE OPERATORS THE PARTITION FUNCTION AND HECKE OPERATORS KEN ONO Abstract. The theory of congruences for the partition function p(n depends heaviy on the properties of haf-integra weight Hecke operators. The subject

More information

MINIMALLY NON-PFAFFIAN GRAPHS

MINIMALLY NON-PFAFFIAN GRAPHS MINIMALLY NON-PFAFFIAN GRAPHS SERGUEI NORINE AND ROBIN THOMAS Abstract. We consider the question of characterizing Pfaffian graphs. We exhibit an infinite family of non-pfaffian graphs minimal with respect

More information

Linear Network Coding for Multiple Groupcast Sessions: An Interference Alignment Approach

Linear Network Coding for Multiple Groupcast Sessions: An Interference Alignment Approach Linear Network Coding for Mutipe Groupcast Sessions: An Interference Aignment Approach Abhik Kumar Das, Siddhartha Banerjee and Sriram Vishwanath Dept. of ECE, The University of Texas at Austin, TX, USA

More information

The Colin de Verdière parameter, excluded minors, and the spectral radius

The Colin de Verdière parameter, excluded minors, and the spectral radius The Colin de Verdière parameter, excluded minors, and the spectral radius Michael Tait Abstract In this paper we characterize graphs which maximize the spectral radius of their adjacency matrix over all

More information

Asymptotic Properties of a Generalized Cross Entropy Optimization Algorithm

Asymptotic Properties of a Generalized Cross Entropy Optimization Algorithm 1 Asymptotic Properties of a Generaized Cross Entropy Optimization Agorithm Zijun Wu, Michae Koonko, Institute for Appied Stochastics and Operations Research, Caustha Technica University Abstract The discrete

More information

Integrality ratio for Group Steiner Trees and Directed Steiner Trees

Integrality ratio for Group Steiner Trees and Directed Steiner Trees Integraity ratio for Group Steiner Trees and Directed Steiner Trees Eran Haperin Guy Kortsarz Robert Krauthgamer Aravind Srinivasan Nan Wang Abstract The natura reaxation for the Group Steiner Tree probem,

More information

Course 2BA1, Section 11: Periodic Functions and Fourier Series

Course 2BA1, Section 11: Periodic Functions and Fourier Series Course BA, 8 9 Section : Periodic Functions and Fourier Series David R. Wikins Copyright c David R. Wikins 9 Contents Periodic Functions and Fourier Series 74. Fourier Series of Even and Odd Functions...........

More information

Combined degree and connectivity conditions for H-linked graphs

Combined degree and connectivity conditions for H-linked graphs Combined degree and connectivity conditions for H-linked graphs FLORIAN PFENDER Universität Rostock Institut für Mathematik D-18055 Rostock, Germany Florian.Pfender@uni-rostock.de Abstract For a given

More information

Another Class of Admissible Perturbations of Special Expressions

Another Class of Admissible Perturbations of Special Expressions Int. Journa of Math. Anaysis, Vo. 8, 014, no. 1, 1-8 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/10.1988/ijma.014.31187 Another Cass of Admissibe Perturbations of Specia Expressions Jerico B. Bacani

More information

PREPUBLICACIONES DEL DEPARTAMENTO DE ÁLGEBRA DE LA UNIVERSIDAD DE SEVILLA

PREPUBLICACIONES DEL DEPARTAMENTO DE ÁLGEBRA DE LA UNIVERSIDAD DE SEVILLA EUBLICACIONES DEL DEATAMENTO DE ÁLGEBA DE LA UNIVESIDAD DE SEVILLA Impicit ideas of a vauation centered in a oca domain F. J. Herrera Govantes, M. A. Oaa Acosta, M. Spivakovsky, B. Teissier repubicación

More information

T.C. Banwell, S. Galli. {bct, Telcordia Technologies, Inc., 445 South Street, Morristown, NJ 07960, USA

T.C. Banwell, S. Galli. {bct, Telcordia Technologies, Inc., 445 South Street, Morristown, NJ 07960, USA ON THE SYMMETRY OF THE POWER INE CHANNE T.C. Banwe, S. Gai {bct, sgai}@research.tecordia.com Tecordia Technoogies, Inc., 445 South Street, Morristown, NJ 07960, USA Abstract The indoor power ine network

More information

Investigation on spectrum of the adjacency matrix and Laplacian matrix of graph G l

Investigation on spectrum of the adjacency matrix and Laplacian matrix of graph G l Investigation on spectrum of the adjacency matrix and Lapacian matrix of graph G SHUHUA YIN Computer Science and Information Technoogy Coege Zhejiang Wani University Ningbo 3500 PEOPLE S REPUBLIC OF CHINA

More information

Discovery of Non-Euclidean Geometry

Discovery of Non-Euclidean Geometry iscovery of Non-Eucidean Geometry pri 24, 2013 1 Hyperboic geometry János oyai (1802-1860), ar Friedrich Gauss (1777-1855), and Nikoai Ivanovich Lobachevsky (1792-1856) are three founders of non-eucidean

More information

The second maximal and minimal Kirchhoff indices of unicyclic graphs 1

The second maximal and minimal Kirchhoff indices of unicyclic graphs 1 MATCH Communications in Mathematica and in Computer Chemistry MATCH Commun. Math. Comput. Chem. 61 (009) 683-695 ISSN 0340-653 The second maxima and minima Kirchhoff indices of unicycic graphs 1 Wei Zhang,

More information

1433 Copyright by SIAM Unauthorized reproduction of this article is prohibited

1433 Copyright by SIAM Unauthorized reproduction of this article is prohibited Spanning Circuits in Reguar Matroids Downoaded 11/28/17 to 46.3.205.70. Redistribution subject to SIAM icense or copyright; see http://www.siam.org/journas/ojsa.php Fedor V. Fomin Petr A. Goovach Danie

More information

QUADRATIC FORMS AND FOUR PARTITION FUNCTIONS MODULO 3

QUADRATIC FORMS AND FOUR PARTITION FUNCTIONS MODULO 3 QUADRATIC FORMS AND FOUR PARTITION FUNCTIONS MODULO 3 JEREMY LOVEJOY AND ROBERT OSBURN Abstract. Recenty, Andrews, Hirschhorn Seers have proven congruences moduo 3 for four types of partitions using eementary

More information

Lecture 11. Fourier transform

Lecture 11. Fourier transform Lecture. Fourier transform Definition and main resuts Let f L 2 (R). The Fourier transform of a function f is a function f(α) = f(x)t iαx dx () The normaized Fourier transform of f is a function R ˆf =

More information