Let be a subgroup of a group . An -complement of is a subgroup of such that and . The \emph{classifying complements problem} asks for the description and classification of all -complements of . We shall give the answer to this problem in three steps. Let be a given -complement of and the canonical left/right actions associated to the factorization . To start with, is deformed to a new -complement of , denoted by , using a certain map called a deformation map of the matched pair $(A, H, \triangleright, \triangleleft){\mathbb H}AG{\mathbb H}H_{r}r: H \to A$. Finally, the classification of complements proves that there exists a bijection between the isomorphism classes of all -complements of and a cohomological object ${\mathcal D} , (H, A , | ,(\triangleright, \triangleleft))$. As an application we show that the theoretical formula for computing the number of isomorphism types of all groups of order arises only from the factorization .

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