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Question 32891: Vector Image under a 2×2 Matrix

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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R0064-32891 · q-20261006-advance-20261007-r02-linear-transformation-0016

Original question and givens

Over R, the 2×2 matrix is M=[[3, 4], [-2, 16]]. In the fixed standard basis, T:R²→R² is T(x)=Mx, with column vectors. For v=[0, 15], find T(v).

  • G001 — Over R, the 2×2 matrix is M=[[3, 4], [-2, 16]]. In the fixed standard basis, T:R²→R² is T(x)=Mx, with column vectors. For v=[0, 15], find T(v).

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

source roles = [qf-linear-map-image, linear_image, reals, []]

After

derived = [[VECTOR_STRING]]

Conditions: none

Legacy banks enforce their exact source keys/operation/domain.BASE integers retain metadata without treating it as an oracle.Distinguish NUMBER,string,fraction pair and vector equality formats;retain original bilingual data/AST/status.

Step identifiers and dependencies

Rule: R64_SOURCE_exact_legacy_interface_BASE_metadata_AND_output_roles · Uses: G001

S002 · calculation

Before

Image M times ORIGINAL v ORIGINAL row0 column0 product := mul(3, 0)

After

Image M times ORIGINAL v ORIGINAL row0 column0 product = 0

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S001

S003 · calculation

Before

Image M times ORIGINAL v ORIGINAL row0 column1 product := mul(4, 15)

After

Image M times ORIGINAL v ORIGINAL row0 column1 product = 60

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S002

S004 · calculation

Before

Image M times ORIGINAL v ORIGINAL row0 two products sum := sum(0, 60)

After

Image M times ORIGINAL v ORIGINAL row0 two products sum = 60

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S003

S005 · implies

Before

source roles = [Image M times ORIGINAL v, 0, [3, 4], [0, 15]]

After

derived = [[0, 60], 60]

Conditions: none

In the fixed standard basis,use row-by-column and add BOTH products.Derived vector components may exceed SAFE;do not reparse them as RAW vectors.

Step identifiers and dependencies

Rule: LinearMap_EACH_row_by_column_component_ALL_products · Uses: G001, S004

S006 · calculation

Before

Image M times ORIGINAL v ORIGINAL row1 column0 product := mul(-2, 0)

After

Image M times ORIGINAL v ORIGINAL row1 column0 product = 0

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S005

S007 · calculation

Before

Image M times ORIGINAL v ORIGINAL row1 column1 product := mul(16, 15)

After

Image M times ORIGINAL v ORIGINAL row1 column1 product = 240

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S006

S008 · calculation

Before

Image M times ORIGINAL v ORIGINAL row1 two products sum := sum(0, 240)

After

Image M times ORIGINAL v ORIGINAL row1 two products sum = 240

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S007

S009 · implies

Before

source roles = [Image M times ORIGINAL v, 1, [-2, 16], [0, 15]]

After

derived = [[0, 240], 240]

Conditions: none

In the fixed standard basis,use row-by-column and add BOTH products.Derived vector components may exceed SAFE;do not reparse them as RAW vectors.

Step identifiers and dependencies

Rule: LinearMap_EACH_row_by_column_component_ALL_products · Uses: G001, S008

Reverse checks

  • S009 · premise_and_result_audit — Reverse-check ORIGINAL data,field roles,types,domain and premises;the conclusion need not uniquely recover its premises.Keep source-bound candidates,independent review,formal proof and publication separate.
  • S008 · premise_and_result_audit — Recompute Image M times ORIGINAL v ORIGINAL row1 two products sum with exact rational arithmetic, not rounded decimals.
  • S007 · premise_and_result_audit — Recompute Image M times ORIGINAL v ORIGINAL row1 column1 product with exact rational arithmetic, not rounded decimals.
  • S006 · premise_and_result_audit — Recompute Image M times ORIGINAL v ORIGINAL row1 column0 product with exact rational arithmetic, not rounded decimals.
  • S005 · premise_and_result_audit — Reverse-check ORIGINAL data,field roles,types,domain and premises;the conclusion need not uniquely recover its premises.Keep source-bound candidates,independent review,formal proof and publication separate.
  • S004 · premise_and_result_audit — Recompute Image M times ORIGINAL v ORIGINAL row0 two products sum with exact rational arithmetic, not rounded decimals.
  • S003 · premise_and_result_audit — Recompute Image M times ORIGINAL v ORIGINAL row0 column1 product with exact rational arithmetic, not rounded decimals.
  • S002 · premise_and_result_audit — Recompute Image M times ORIGINAL v ORIGINAL row0 column0 product with exact rational arithmetic, not rounded decimals.
  • S001 · premise_and_result_audit — Reverse-check ORIGINAL data,field roles,types,domain and premises;the conclusion need not uniquely recover its premises.Keep source-bound candidates,independent review,formal proof and publication separate.

Result

[60, 240]

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: b02f6784558b8539fa682db639d8a5705bc3ca874217ff01ce27339c207a6c5b
  • candidate record SHA-256: 7b88ed8c61da7b5e910463e50cd73e660c52b50ebf85f9f28a0e68ef4eeff094
  • semantic review receipt SHA-256: 8b9ea3ddfab468e9e3f0a0fc0f7682987d5e030be0d7c8860fd85df19cbe183b
  • question-first witness SHA-256: 066bfeab8fc279706861faade71b9a18a61a25235fc48700092f0488d2a6da6a
  • Lean: NOT_RUN · human review: NOT_PERFORMED
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