Step-by-step derivation
S001 · implies
Before
source roles = [lagrange-boundary]
After
derived = [[mode, constraint_gradient_rows, rank, constraint_count, regular_theorem_applicable, scope]]
Conditions: none
List the complete operation/mode field order without JavaScript or answer-shape inference;Boolean,string,null and an unclaimed result remain distinct.
Step identifiers and dependencies
Rule: source_ordered_fields_without_JS · Uses: G001
S002 · calculation
Before
Lagrange boundary ORIGINAL ORIGINAL normalize row0 col0 := div(1, 1)
After
Lagrange boundary ORIGINAL ORIGINAL normalize row0 col0 = 1
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S001
S003 · calculation
Before
Lagrange boundary ORIGINAL ORIGINAL normalize row0 col1 := div(12, 1)
After
Lagrange boundary ORIGINAL ORIGINAL normalize row0 col1 = 12
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S002
S004 · implies
Before
source roles = [Lagrange boundary ORIGINAL, 0, 0, 0, [[1, 12], [2, 24]], 1]
After
derived = [[[1, 12], [2, 24]]]
Conditions: none
Use the original first-nonzero pivot order and swap rows.Divide only by a nonzero pivot and normalize EVERY column;the inverse operation multiplies back,so row rank is preserved.All unreduced source1e8 intermediates remain qualified.
Step identifiers and dependencies
Rule: Lagrange_rank_FIRST_nonzero_pivot_full_row_normalization · Uses: G001, S003
S005 · calculation
Before
Lagrange boundary ORIGINAL ORIGINAL elimination row1 col0 factor := mul(2, 1)
After
Lagrange boundary ORIGINAL ORIGINAL elimination row1 col0 factor = 2
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S004
S006 · calculation
Before
Lagrange boundary ORIGINAL ORIGINAL elimination row1 col0 subtract := sub(2, 2)
After
Lagrange boundary ORIGINAL ORIGINAL elimination row1 col0 subtract = 0
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S005
S007 · calculation
Before
Lagrange boundary ORIGINAL ORIGINAL elimination row1 col1 factor := mul(2, 12)
After
Lagrange boundary ORIGINAL ORIGINAL elimination row1 col1 factor = 24
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S006
S008 · calculation
Before
Lagrange boundary ORIGINAL ORIGINAL elimination row1 col1 subtract := sub(24, 24)
After
Lagrange boundary ORIGINAL ORIGINAL elimination row1 col1 subtract = 0
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S007
S009 · implies
Before
source roles = [Lagrange boundary ORIGINAL, 0, 0, 1, 2, [2, 24]]
After
derived = [[[1, 12], [0, 0]]]
Conditions: none
Take the factor from the pre-update row;subtract the SAME factor times the pivot row from every column.This full-row operation is invertible.Skip zero factors as the source does;row operations do not redefine original constraint order.
Step identifiers and dependencies
Rule: Lagrange_rank_EACH_other_nonzero_factor_full_row_elimination · Uses: G001, S008
S010 · implies
Before
source roles = [Lagrange boundary ORIGINAL, 1, 1, [[1, 12], [0, 0]]]
After
derived = [null]
Conditions: none
All remaining rows are zero in this column,so it adds no rank;continue to later columns.
Step identifiers and dependencies
Rule: Lagrange_rank_no_remaining_pivot_in_column · Uses: G001, S009
S011 · implies
Before
source roles = [Lagrange boundary ORIGINAL, [[1, 12], [2, 24]]]
After
derived = [[[1, 12], [0, 0]], [[0, 0]], 1]
Conditions: none
Distinct leading1 pivots make the nonzero rows independent;remaining rows are zero and operations are invertible,so pivot count equals original row rank.Retain ORIGINAL constraint rows for J_g/lambda pairing,not RREF substitutes.
Step identifiers and dependencies
Rule: Lagrange_rank_RREF_pivots_equal_row_rank_original_rows_retained · Uses: G001, S010
S012 · implies
Before
source roles = [[[1, 12], [2, 24]], 1, 2]
After
derived = [No]
Conditions: none
Rank below the constraint count withholds regular full-row-rank qualification only;it does not imply no extrema or invalidate every multiplier concept.
Step identifiers and dependencies
Rule: Lagrange_ACTUAL_rank_deficiency_NOT_absence_of_extrema · Uses: G001, S011