E(s^2)-optimal and minimax-optimal cyclic supersaturated designs via multi-objective simulated annealing
Koukouvinos, Christos, Mylona, Kalliopi and Simos, Dimitris E. (2008) E(s^2)-optimal and minimax-optimal cyclic supersaturated designs via multi-objective simulated annealing. Journal of Statistical Planning and Inference, 138, (6), 1639-1646. (doi:10.1016/j.jspi.2007.05.044).
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In this paper, we are interested in finding E(s2)E(s2)-optimal and minimax-optimal, two level cyclic structured supersaturated designs through a metaheuristic approach guided via multi-objective simulated annealing (SA). Our construction method is based on cyclic generators. This class of metaheuristics enabled us to build supersaturated designs for q=2,4,…,14q=2,4,…,14 generators. Comparisons are made with previous works and it is shown that SA gives promising results for supersaturated designs that satisfy more than one optimality property. Furthermore, we provide some lower bounds and explicit formulas for the frequency of the elements with maximum absolute values that appear in the information matrix, when these values are 2, 4 or 6.
|Keywords:||cyclic generator, E(s2)E(s2)-optimality, factorial designs, metaheuristics, minimax-optimality, multi-objective optimization, simulated annealing, supersaturated designs|
|Subjects:||H Social Sciences > HA Statistics
Q Science > QA Mathematics
|Divisions:||Faculty of Social and Human Sciences > Mathematical Sciences > Statistics
|Date Deposited:||03 Apr 2012 14:59|
|Last Modified:||20 May 2013 11:18|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
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