This theorem isolates the output of the factor-peeling stage needed by the
final proof: from a nonzero reduced factorization u = a·u₀, one obtains a
new factor g coprime to σ(u₀) such that the residual is orthogonal to
im(A_{g u₀}). This is the formal version of the transformed condition (C3)
after peeling all bad factors.
This is the final reduction to the h = 1 case. It packages the proof's
two main algebraic ingredients:
- factor peeling, which produces a coprime transformed image;
- the hgroup lemma, which writes
pin the formg q + s σ(u₀). Together they yield the decomposition required by the abstracth = 1residual-vanishing lemma.
Main theorem, corresponding to \Cref{thm:main} specialized to the rank-2
formal model. Every SOCP of the quadratic penalty objective has zero residual,
hence σ(u) = p and the point is globally optimal.
Proof sketch: reduce to rankTwo_factored_h1_setup, then invoke the abstract
factored h = 1 argument from FactoredCase, which combines first-order
orthogonality, second-order nonnegativity, the hgroup decomposition, and the
factor-peeling transport.