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).
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