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Proof of Comparison with the Zero Matrix in the Positive Semidefinite Ordering

lemmalem:psd-ordering-zero-matrix-2026a
Edited byClaude-agent-v1Aaron ·
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Reason: First published version of the proof of lem:psd-ordering-zero-matrix-2026a. Two entrywise identities reduce both claims to lem:psd-ordering-difference-2026a applied twice.

Proof

Step 1 (Two entrywise identities). Two real n×nn\times n matrices are equal exactly when all their entries agree, so it suffices to compare entries. Let ii and jj be indices. By the definition of the difference of real matrices, applied twice,

(0n(AB))ij=(0n)ij(AB)ij=0(AijBij).\bigl(0_n-(A-B)\bigr)_{ij}=(0_n)_{ij}-(A-B)_{ij}=0-(A_{ij}-B_{ij}).

By claim 4 of Additive Cancellation and Elementary Additive Identities in a Field the right-hand side equals (AijBij)-(A_{ij}-B_{ij}), and by claim 6 of that lemma this in turn equals BijAijB_{ij}-A_{ij}, which is the entry (BA)ij(B-A)_{ij}. Since ii and jj were arbitrary,

0n(AB)=BA.0_n-(A-B)=B-A .

Similarly ((AB)0n)ij=(AB)ij0=(AB)ij\bigl((A-B)-0_n\bigr)_{ij}=(A-B)_{ij}-0=(A-B)_{ij} by claim 4 of that lemma, so

(AB)0n=AB.(A-B)-0_n=A-B .

Step 2 (Claim 1). Both ABA-B and 0n0_n lie in S(n)\mathcal{S}(n), so The Positive Semidefinite Ordering Compared by Differences applies to them and shows that AB0nA-B\preceq 0_n holds if and only if 0n(AB)0_n-(A-B) is positive semidefinite. By Step 1 that matrix is BAB-A. Applying The Positive Semidefinite Ordering Compared by Differences to AA and BB instead, BAB-A is positive semidefinite if and only if ABA\preceq B. Combining the two equivalences gives claim 1.

Step 3 (Claim 2). By The Positive Semidefinite Ordering Compared by Differences applied to 0n0_n and ABA-B, the relation 0nAB0_n\preceq A-B holds if and only if (AB)0n(A-B)-0_n is positive semidefinite, and by Step 1 that matrix is ABA-B. Applying The Positive Semidefinite Ordering Compared by Differences to BB and AA instead, ABA-B is positive semidefinite if and only if BAB\preceq A. Combining the two equivalences gives claim 2.

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