For an odd integer , let denote the family of all odd cycles of length at most and let denote the family of all odd cycles. Erd\H{o}s and Simonovits \cite{ESi1} conjectured that for every family of bipartite graphs, there exists such that $\ex{n}{ \cup _k} \sim \ex{n}{ \cup }n \rightarrow \infty$. This conjecture was proved by Erd\H{o}s and Simonovits when , and for certain families of even cycles in \cite{KSV}. In this paper, we give a general approach to the conjecture using Scott’s sparse regularity lemma. Our approach proves the conjecture for complete bipartite graphs and : we obtain more strongly that for any odd , and we show further that the extremal graphs can be made bipartite by deleting very few edges. In contrast, this formula does not extend to triangles – the case – and we give an algebraic construction for odd of -free -free graphs with substantially more edges than an extremal -free bipartite graph on vertices. Our general approach to the Erd\H{o}s-Simonovits conjecture is effective based on some reasonable assumptions on the maximum number of edges in an by bipartite -free graph.

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