Composition algebras are algebraic structures that extend the notion of complex numbers and quaternions, characterized by a bilinear form that allows the composition of norms. These algebras include real numbers, complex numbers, quaternions, and octonions, each defined over real numbers with specific multiplication rules that preserve the norm.