Question 7628: Same-Shape Matrix Sum and Both Transpose Routes

Original question and givens

Use complete nonempty integer matrices with 1–5 rows and columns and 1-based external indices. Transposition is not inversion or reversal of element order. Same-shape M=[[-10, -11, -12]], N=[[0, 1, 2]]. Give (shape of M, M+N, (M+N)ᵀ, Mᵀ+Nᵀ).

• G001 — Use complete nonempty integer matrices with 1–5 rows and columns and 1-based external indices. Transposition is not inversion or reversal of element order. Same-shape M=[[-10, -11, -12]], N=[[0, 1, 2]]. Give (shape of M, M+N, (M+N)ᵀ, Mᵀ+Nᵀ).

Definition and scope

Use the original question domain, assumptions and cited MKO definitions. This item has second-context mathematical and bilingual review, with the model, answer and every arithmetic step independently recomputed from the original parameters; the source question remains a candidate.

• mko-matrix

Step-by-step derivation

M=[[-10, -11, -12]];shape=[1, 3]

external indices start at1;transpose is not inverse

M transpose:source(1,1)=-10

target(1,1)=-10

M transpose:source(1,2)=-11

target(2,1)=-11

M transpose:source(1,3)=-12

target(3,1)=-12

M shape=[1, 3];N shape=[1, 3]

same shape;entrywise sum permitted

M+N(1,1) := sum(-10, 0)

M+N(1,1) = -10

M+N(1,2) := sum(-11, 1)

M+N(1,2) = -10

M+N(1,3) := sum(-12, 2)

M+N(1,3) = -10

sum transpose:source(1,1)=-10

target(1,1)=-10

sum transpose:source(1,2)=-10

target(2,1)=-10

sum transpose:source(1,3)=-10

target(3,1)=-10

N transpose:source(1,1)=0

target(1,1)=0

N transpose:source(1,2)=1

target(2,1)=1

N transpose:source(1,3)=2

target(3,1)=2

MT+NT(1,1) := sum(-10, 0)

MT+NT(1,1) = -10

MT+NT(2,1) := sum(-11, 1)

MT+NT(2,1) = -10

MT+NT(3,1) := sum(-12, 2)

MT+NT(3,1) = -10

left=[[-10], [-10], [-10]];right=[[-10], [-10], [-10]]

same value at every transposed coordinate

Reverse checks

• S018 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S017 · premise_and_result_audit — Recompute MT+NT(3,1) with exact rational arithmetic, not rounded decimals.
• S016 · premise_and_result_audit — Recompute MT+NT(2,1) with exact rational arithmetic, not rounded decimals.
• S015 · premise_and_result_audit — Recompute MT+NT(1,1) with exact rational arithmetic, not rounded decimals.
• S014 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S013 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S012 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S011 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S010 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S009 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S008 · premise_and_result_audit — Recompute M+N(1,3) with exact rational arithmetic, not rounded decimals.
• S007 · premise_and_result_audit — Recompute M+N(1,2) with exact rational arithmetic, not rounded decimals.
• S006 · premise_and_result_audit — Recompute M+N(1,1) with exact rational arithmetic, not rounded decimals.
• S005 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S004 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S003 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S002 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S001 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.

Result

([1, 3], [[-10, -10, -10]], [[-10], [-10], [-10]], [[-10], [-10], [-10]])

The full substitutions and premise checks give the original answer; source identity,format and status are unchanged.

This question review and source binding

Review date: 2026-10-26

Original questions, answers, step expressions, numeric ASTs and historical records are retained. Source candidate labels remain historical and are not overwritten as formal proof.