Step-by-step derivation
S001 · implies
Before
original row index=0;ordered entries=[-1, 1, -5]
After
absolute entries=[1, 1, 5]
Conditions: none
For l1 sum down each column;for linfinity sum across each row.Preserve axis order and do not transpose rectangular roles.
Step identifiers and dependencies
Rule: operator_correct_axis_absolute_sum · Uses: G001
S002 · calculation
Before
operator row0 absolute sum := sum(1, 1, 5)
After
operator row0 absolute sum = 7
Conditions: none
Compute exactly from original roles and established intermediates,retaining coordinates,coefficients,signs and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S001
S003 · implies
Before
original row index=1;ordered entries=[-1, 1, -3]
After
absolute entries=[1, 1, 3]
Conditions: none
For l1 sum down each column;for linfinity sum across each row.Preserve axis order and do not transpose rectangular roles.
Step identifiers and dependencies
Rule: operator_correct_axis_absolute_sum · Uses: G001, S002
S004 · calculation
Before
operator row1 absolute sum := sum(1, 1, 3)
After
operator row1 absolute sum = 5
Conditions: none
Compute exactly from original roles and established intermediates,retaining coordinates,coefficients,signs and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S003
S005 · implies
Before
all absolute row sums=[7, 5]
After
maximum=7;first maximizing row=0
Conditions: none
Compute every required axis sum before taking a maximum.The value must have both a universal upper bound and an attaining unit input.
Step identifiers and dependencies
Rule: operator_maximum_axis_sum · Uses: G001, S004
S006 · implies
Before
arbitrary x in R^3;all row sums<=7
After
each abs((Ax)i)<=sum_j abs(Aij)*normInfinity(x)<=7*normInfinity(x);take maximum_i
Conditions: none
Each input coordinate is bounded by its maximum norm.Bound each row and then maximize over outputs to obtain a universal uniform bound.
Step identifiers and dependencies
Rule: operator_linfinity_universal_row_bound · Uses: G001, S005
S007 · implies
Before
attaining unit input image:matrix=[[-1, 1, -5], [-1, 1, -3]];input=[-1, 1, -1]
After
input dimension=3;output dimension=2;rows dot input
Conditions: none
Retain column-input/row-output roles for rectangular matrices.Computed values can exceed raw input bounds and are not clipped.
Step identifiers and dependencies
Rule: matrix_row_column_roles · Uses: G001, S006
S008 · calculation
Before
attaining unit input image row0 column0 product := mul(-1, -1)
After
attaining unit input image row0 column0 product = 1
Conditions: none
Compute exactly from original roles and established intermediates,retaining coordinates,coefficients,signs and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S007
S009 · calculation
Before
attaining unit input image row0 column1 product := mul(1, 1)
After
attaining unit input image row0 column1 product = 1
Conditions: none
Compute exactly from original roles and established intermediates,retaining coordinates,coefficients,signs and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S008
S010 · calculation
Before
attaining unit input image row0 column2 product := mul(-5, -1)
After
attaining unit input image row0 column2 product = 5
Conditions: none
Compute exactly from original roles and established intermediates,retaining coordinates,coefficients,signs and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S009
S011 · calculation
Before
attaining unit input image row0 sum := sum(1, 1, 5)
After
attaining unit input image row0 sum = 7
Conditions: none
Compute exactly from original roles and established intermediates,retaining coordinates,coefficients,signs and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S010
S012 · calculation
Before
attaining unit input image row1 column0 product := mul(-1, -1)
After
attaining unit input image row1 column0 product = 1
Conditions: none
Compute exactly from original roles and established intermediates,retaining coordinates,coefficients,signs and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S011
S013 · calculation
Before
attaining unit input image row1 column1 product := mul(1, 1)
After
attaining unit input image row1 column1 product = 1
Conditions: none
Compute exactly from original roles and established intermediates,retaining coordinates,coefficients,signs and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S012
S014 · calculation
Before
attaining unit input image row1 column2 product := mul(-3, -1)
After
attaining unit input image row1 column2 product = 3
Conditions: none
Compute exactly from original roles and established intermediates,retaining coordinates,coefficients,signs and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S013
S015 · calculation
Before
attaining unit input image row1 sum := sum(1, 1, 3)
After
attaining unit input image row1 sum = 5
Conditions: none
Compute exactly from original roles and established intermediates,retaining coordinates,coefficients,signs and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S014
S016 · implies
Before
attaining input:signed vector=[-1, 1, -1];norm=linfinity
After
coordinate absolute values=[1, 1, 1]
Conditions: none
Take absolute values of whole coordinates without changing their pairing.This also accepts computed matrix images without clipping to raw input bounds.
Step identifiers and dependencies
Rule: operator_named_norm_original_signs · Uses: G001, S015
S017 · implies
Before
attaining input:all absolute coordinates=[1, 1, 1]
After
maximum=1;first attaining coordinate=0
Conditions: none
The finite nonempty maximum must bound every value and be attained,not be the largest signed coordinate.
Step identifiers and dependencies
Rule: operator_linfinity_full_maximum · Uses: G001, S016
S018 · implies
Before
attaining output:signed vector=[7, 5];norm=linfinity
After
coordinate absolute values=[7, 5]
Conditions: none
Take absolute values of whole coordinates without changing their pairing.This also accepts computed matrix images without clipping to raw input bounds.
Step identifiers and dependencies
Rule: operator_named_norm_original_signs · Uses: G001, S017
S019 · implies
Before
attaining output:all absolute coordinates=[7, 5]
After
maximum=7;first attaining coordinate=0
Conditions: none
The finite nonempty maximum must bound every value and be attained,not be the largest signed coordinate.
Step identifiers and dependencies
Rule: operator_linfinity_full_maximum · Uses: G001, S018
S020 · implies
Before
explicit input=[-1, 1, -1];input norm=1;image=[7, 5];output norm=7
After
uniform upper bound=7 and attained ratio=7;exact induced norm=7
Conditions: none
For l1 take the maximizing column's basis vector;for linfinity take signs of a maximizing row.For a zero matrix still choose a nonzero unit vector.The universal bound L and an attained unit ratio L exclude every smaller constant,establishing the exact norm.
Step identifiers and dependencies
Rule: operator_attainment_proves_least_uniform_constant · Uses: G001, S019
S021 · implies
Before
exact induced norm=7;proposed nonnegative C=9;attaining unit input=[-1, 1, -1]
After
uniform bound=Yes;optimal bound=No
Conditions: none
For C≥L,nonnegativity of the input norm permits relaxing the universal bound to C.For C<L,the attaining unit input is a counterexample.Only equality is optimal;a usable larger C is not the exact norm.
Step identifiers and dependencies
Rule: operator_usable_bound_distinct_from_exact_optimum · Uses: G001, S020