Exploiting Group Symmetry in Semidefinite Programming Relaxations of the Quadratic Assignment Problem

We consider semidefinite programming relaxations of the quadratic assignment problem, and show how to exploit group symmetry in the problem data. Thus we are able to compute the best known lower bounds for several instances of quadratic assignment problems from the problem library: [R.E. Burkard, S.E. Karisch, F. Rendl. QAPLIB — a quadratic assignment problem library. Journal on Global Optimization, 10: 291–403, 1997]. AMS classification: 90C22, 20Cxx, 70-08.quadratic assignment problem;semidefinite programming;group sym- metry

On Semidefinite Programming Relaxations of the Travelling Salesman Problem (Replaced by DP 2008-96)

AMS classification: 90C22, 20Cxx, 70-08traveling salesman problem;semidefinite programming;quadratic as- signment problem

On the Lovasz O-number of Almost Regular Graphs With Application to Erdos-Renyi Graphs

AMS classifications: 05C69; 90C35; 90C22;Erdos-Renyi graph;stability number;Lovasz O-number;Schrijver O-number;C*-algebra;semidefinite programming

Exploiting Group Symmetry in Truss Topology Optimization

AMS classification: 90C22, 20Cxx, 70-08truss topology optimization;semidefinite programming;group symmetry

Green golf tourism: the golfer’s perspective

Published ArticleThe beautiful settings found on a golf course hide the true impact it have on the environment. It was important to establish whether golf tourists prefer a golf course and destination that sustain the environment over those that did not and whether they were willing to sacrifice some aspects of the game that traditionally made golf enjoyable in order to protect the environment. The population of this study was the members of and visitors to George Golf Club and Pinnacle Point in Mossel Bay. A questionnaire was used to personally interview 277 respondents by means of the simple random sampling approach. Results indicated that respondents’ considered price an important factor when choosing a golf course and destination. Unfortunately, no conscious decision was made to select a golf course and destination that was environmentally friendly. Respondents clearly indicated that a golf course should be designed to conserve the environment, but they would not pay more to play on an eco-friendly golf course. The results implied that “green” golf is misrepresented and misunderstood in South Africa. Respondents associated “green” as an expensive lifestyle that only a few could afford. Golf tourists should know that “green” golf tourism could lead to a sustainable and responsible lifestyle

Improved bounds for the crossing numbers of K_m,n and K_n

It has been long--conjectured that the crossing number cr(K_m,n) of the complete bipartite graph K_m,n equals the Zarankiewicz Number Z(m,n):= floor((m-1)/2) floor(m/2) floor((n-1)/2) floor(n/2). Another long--standing conjecture states that the crossing number cr(K_n) of the complete graph K_n equals Z(n):= floor(n/2) floor((n-1)/2) floor((n-2)/2) floor((n-3)/2)/4. In this paper we show the following improved bounds on the asymptotic ratios of these crossing numbers and their conjectured values: (i) for each fixed m >= 9, lim_{n->infty} cr(K_m,n)/Z(m,n) >= 0.83m/(m-1); (ii) lim_{n->infty} cr(K_n,n)/Z(n,n) >= 0.83; and (iii) lim_{n->infty} cr(K_n)/Z(n) >= 0.83. The previous best known lower bounds were 0.8m/(m-1), 0.8, and 0.8, respectively. These improved bounds are obtained as a consequence of the new bound cr(K_{7,n}) >= 2.1796n^2 - 4.5n. To obtain this improved lower bound for cr(K_{7,n}), we use some elementary topological facts on drawings of K_{2,7} to set up a quadratic program on 6! variables whose minimum p satisfies cr(K_{7,n}) >= (p/2)n^2 - 4.5n, and then use state--of--the--art quadratic optimization techniques combined with a bit of invariant theory of permutation groups to show that p >= 4.3593.Comment: LaTeX, 18 pages, 2 figure

On Semidefinite Programming Relaxations of the Travelling Salesman Problem (Replaced by DP 2008-96)

AMS classification: 90C22, 20Cxx, 70-08