%0 Journal Article %T Searching for Large Circulant Graphs %A Ramiro Feria-Puron %A Hebert Perez-Roses %A Joe Ryan %J Mathematics %D 2015 %I arXiv %X We address the problem of constructing large undirected circulant networks with given degree and diameter. First we discuss the theoretical upper bounds and their asymptotics, and then we describe and implement a computer-based method to find large circulant graphs with given parameters. For several combinations of degree and diameter, our algorithm produces the largest known circulant graphs. We summarize our findings in a table, up to degree 15 and diameter 10, and we perform a statistical analysis of this table, which can be useful for evaluating the performance of our methods, as well as other constructions in the future. %U http://arxiv.org/abs/1503.07357v1