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Question 7579: Matrix-Model Scalar Routes and Defect

On this page
  1. Original question and givens
  2. Definition and scope
  3. Step-by-step derivation
  4. Reverse checks
  5. Result
  6. This question review and source binding

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← Question derivation index · Original question batch

R0014-07579 · q-20261012-advance-20261016-r03-linear-transformation-0054

Original question and givens

Use the explicitly declared matrix model on all R²→R² with column vectors. Finite test values do not prove an arbitrary function linear; the zero matrix defines a linear map. M=[[1, 0], [0, 2]], v=[-9, 1], c=-1. Give (Mv, M(cv), cMv, difference of the last two sides).

  • G001 — Use the explicitly declared matrix model on all R²→R² with column vectors. Finite test values do not prove an arbitrary function linear; the zero matrix defines a linear map. M=[[1, 0], [0, 2]], v=[-9, 1], c=-1. Give (Mv, M(cv), cMv, difference of the last two sides).

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.

Step-by-step derivation

S001 · implies

Before

M=[[1, 0], [0, 2]];v=[-9, 1]

After

declared R2 matrix model;finite values are not a test of an arbitrary function

Conditions: none

The declared matrix model Mv gives a linear map on all R² by distributivity.The listed finite evaluations do not prove an arbitrary function linear.The zero map is linear;nonzero values or invertibility are not required.

Step identifiers and dependencies

Rule: declared_linear_model_scope · Uses: G001

S002 · calculation

Before

Mv[0] term0 := mul(1, -9)

After

Mv[0] term0 = -9

Conditions: none

Multiply the specified scalar and component at this position;do not substitute an inner product or entrywise matrix product.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S001

S003 · calculation

Before

Mv[0] term1 := mul(0, 1)

After

Mv[0] term1 = 0

Conditions: none

Multiply the specified scalar and component at this position;do not substitute an inner product or entrywise matrix product.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S002

S004 · calculation

Before

Mv[0] row sum := sum(-9, 0)

After

Mv[0] row sum = -9

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S003

S005 · calculation

Before

Mv[1] term0 := mul(0, -9)

After

Mv[1] term0 = 0

Conditions: none

Multiply the specified scalar and component at this position;do not substitute an inner product or entrywise matrix product.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S004

S006 · calculation

Before

Mv[1] term1 := mul(2, 1)

After

Mv[1] term1 = 2

Conditions: none

Multiply the specified scalar and component at this position;do not substitute an inner product or entrywise matrix product.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S005

S007 · calculation

Before

Mv[1] row sum := sum(0, 2)

After

Mv[1] row sum = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S006

S008 · calculation

Before

cv[0] := mul(-1, -9)

After

cv[0] = 9

Conditions: none

Multiply the specified scalar and component at this position;do not substitute an inner product or entrywise matrix product.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S007

S009 · calculation

Before

cv[1] := mul(-1, 1)

After

cv[1] = -1

Conditions: none

Multiply the specified scalar and component at this position;do not substitute an inner product or entrywise matrix product.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S008

S010 · calculation

Before

M(cv)[0] term0 := mul(1, 9)

After

M(cv)[0] term0 = 9

Conditions: none

Multiply the specified scalar and component at this position;do not substitute an inner product or entrywise matrix product.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S009

S011 · calculation

Before

M(cv)[0] term1 := mul(0, -1)

After

M(cv)[0] term1 = 0

Conditions: none

Multiply the specified scalar and component at this position;do not substitute an inner product or entrywise matrix product.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S010

S012 · calculation

Before

M(cv)[0] row sum := sum(9, 0)

After

M(cv)[0] row sum = 9

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S011

S013 · calculation

Before

M(cv)[1] term0 := mul(0, 9)

After

M(cv)[1] term0 = 0

Conditions: none

Multiply the specified scalar and component at this position;do not substitute an inner product or entrywise matrix product.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S012

S014 · calculation

Before

M(cv)[1] term1 := mul(2, -1)

After

M(cv)[1] term1 = -2

Conditions: none

Multiply the specified scalar and component at this position;do not substitute an inner product or entrywise matrix product.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S013

S015 · calculation

Before

M(cv)[1] row sum := sum(0, -2)

After

M(cv)[1] row sum = -2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S014

S016 · calculation

Before

cMv[0] := mul(-1, -9)

After

cMv[0] = 9

Conditions: none

Multiply the specified scalar and component at this position;do not substitute an inner product or entrywise matrix product.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S015

S017 · calculation

Before

cMv[1] := mul(-1, 2)

After

cMv[1] = -2

Conditions: none

Multiply the specified scalar and component at this position;do not substitute an inner product or entrywise matrix product.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S016

S018 · calculation

Before

linear scalar residual[0] := sub(9, 9)

After

linear scalar residual[0] = 0

Conditions: none

Subtract the second operand from the first in the requested order,retaining the residual sign.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S017

S019 · calculation

Before

linear scalar residual[1] := sub(-2, -2)

After

linear scalar residual[1] = 0

Conditions: none

Subtract the second operand from the first in the requested order,retaining the residual sign.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S018

S020 · implies

Before

c=-1;v=[-9, 1]

After

left=[9, -2];right=[9, -2];residual=[0, 0]

Conditions: none

A zero or negative c is allowed.Evaluate both scaling-before-input and scaling-after-output fully;no division is required.

Step identifiers and dependencies

Rule: matrix_scalar_value_audit · Uses: G001, S019

Reverse checks

  • S020 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
  • S019 · premise_and_result_audit — Recompute linear scalar residual[1] with exact rational arithmetic, not rounded decimals.
  • S018 · premise_and_result_audit — Recompute linear scalar residual[0] with exact rational arithmetic, not rounded decimals.
  • S017 · premise_and_result_audit — Recompute cMv[1] with exact rational arithmetic, not rounded decimals.
  • S016 · premise_and_result_audit — Recompute cMv[0] with exact rational arithmetic, not rounded decimals.
  • S015 · premise_and_result_audit — Recompute M(cv)[1] row sum with exact rational arithmetic, not rounded decimals.
  • S014 · premise_and_result_audit — Recompute M(cv)[1] term1 with exact rational arithmetic, not rounded decimals.
  • S013 · premise_and_result_audit — Recompute M(cv)[1] term0 with exact rational arithmetic, not rounded decimals.
  • S012 · premise_and_result_audit — Recompute M(cv)[0] row sum with exact rational arithmetic, not rounded decimals.
  • S011 · premise_and_result_audit — Recompute M(cv)[0] term1 with exact rational arithmetic, not rounded decimals.
  • S010 · premise_and_result_audit — Recompute M(cv)[0] term0 with exact rational arithmetic, not rounded decimals.
  • S009 · premise_and_result_audit — Recompute cv[1] with exact rational arithmetic, not rounded decimals.
  • S008 · premise_and_result_audit — Recompute cv[0] with exact rational arithmetic, not rounded decimals.
  • S007 · premise_and_result_audit — Recompute Mv[1] row sum with exact rational arithmetic, not rounded decimals.
  • S006 · premise_and_result_audit — Recompute Mv[1] term1 with exact rational arithmetic, not rounded decimals.
  • S005 · premise_and_result_audit — Recompute Mv[1] term0 with exact rational arithmetic, not rounded decimals.
  • S004 · premise_and_result_audit — Recompute Mv[0] row sum with exact rational arithmetic, not rounded decimals.
  • S003 · premise_and_result_audit — Recompute Mv[0] term1 with exact rational arithmetic, not rounded decimals.
  • S002 · premise_and_result_audit — Recompute Mv[0] term0 with exact rational arithmetic, not rounded decimals.
  • S001 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.

Result

([-9, 2], [9, -2], [9, -2], [0, 0])

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.

Source hashes and review receipts
  • input commit: 0f7be61e2c22317a4075561dc822c87d881a50db
  • original question SHA-256: debeda983eb49d7fcc19fbd3e519419ad0c2521658ff032a46c0c04c7f72a859
  • candidate record SHA-256: 1249c079a5dbb234821786ef2819686f783ba002b870cab1d474e90ccc1d7f30
  • semantic review receipt SHA-256: 23ba8196e85a09c03add0a87f96bec5d67a00dc648d1d68eef89101525b41a77
  • question-first witness SHA-256: 17d59afc327b7cb8b6e588686d6dc1abbccd384d8ba32b8c046652f96821d705
  • Lean: NOT_RUN · human review: NOT_PERFORMED
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