Let , and be a graph, a tree and a cycle of order , respectively. Let be the complete join of and an empty graph on vertices. Then the Cartesian product of and can be obtained by applying zip product on and the graph produced by zip product repeatedly. Let denote the crossing number of in an arbitrary surface . If satisfies certain connectivity condition, then is not less than the sum of the crossing numbers of its ``subgraphs". In this paper, we introduced a new concept of generalized periodic graphs, which contains . For a generalized periodic graph and a function , where is the number of subgraphs in a decomposition of , we gave a necessary and sufficient condition for . As an application, we confirmed a conjecture of Lin et al. on the crossing number of the generalized Petersen graph in the plane. Based on the condition, algorithms are constructed to compute lower bounds on the crossing number of generalized periodic graphs in . In special cases, it is possible to determine lower bounds on an infinite family of generalized periodic graphs, by determining a lower bound on the crossing number of a finite generalized periodic graph.

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