Step-by-step derivation
S001 · implies
Before
M=[[2, 1, 0, -1, -2], [3, 2, 1, 0, -1], [4, 3, 2, 1, 0]];shape=[3, 5]
After
external indices start at1;transpose is not inverse
Conditions: none
First confirm a nonempty rectangular shape and complete integer entries.Transposition is defined for rectangular matrices without invertibility and is not matrix inversion.
Step identifiers and dependencies
Rule: rectangular_matrix_scope · Uses: G001
S002 · implies
Before
M transpose:source(1,1)=2
After
target(1,1)=2
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S001
S003 · implies
Before
M transpose:source(1,2)=1
After
target(2,1)=1
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S002
S004 · implies
Before
M transpose:source(1,3)=0
After
target(3,1)=0
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S003
S005 · implies
Before
M transpose:source(1,4)=-1
After
target(4,1)=-1
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S004
S006 · implies
Before
M transpose:source(1,5)=-2
After
target(5,1)=-2
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S005
S007 · implies
Before
M transpose:source(2,1)=3
After
target(1,2)=3
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S006
S008 · implies
Before
M transpose:source(2,2)=2
After
target(2,2)=2
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S007
S009 · implies
Before
M transpose:source(2,3)=1
After
target(3,2)=1
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S008
S010 · implies
Before
M transpose:source(2,4)=0
After
target(4,2)=0
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S009
S011 · implies
Before
M transpose:source(2,5)=-1
After
target(5,2)=-1
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S010
S012 · implies
Before
M transpose:source(3,1)=4
After
target(1,3)=4
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S011
S013 · implies
Before
M transpose:source(3,2)=3
After
target(2,3)=3
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S012
S014 · implies
Before
M transpose:source(3,3)=2
After
target(3,3)=2
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S013
S015 · implies
Before
M transpose:source(3,4)=1
After
target(4,3)=1
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S014
S016 · implies
Before
M transpose:source(3,5)=0
After
target(5,3)=0
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S015
S017 · implies
Before
second transpose:source(1,1)=2
After
target(1,1)=2
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S016
S018 · implies
Before
second transpose:source(1,2)=3
After
target(2,1)=3
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S017
S019 · implies
Before
second transpose:source(1,3)=4
After
target(3,1)=4
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S018
S020 · implies
Before
second transpose:source(2,1)=1
After
target(1,2)=1
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S019
S021 · implies
Before
second transpose:source(2,2)=2
After
target(2,2)=2
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S020
S022 · implies
Before
second transpose:source(2,3)=3
After
target(3,2)=3
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S021
S023 · implies
Before
second transpose:source(3,1)=0
After
target(1,3)=0
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S022
S024 · implies
Before
second transpose:source(3,2)=1
After
target(2,3)=1
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S023
S025 · implies
Before
second transpose:source(3,3)=2
After
target(3,3)=2
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S024
S026 · implies
Before
second transpose:source(4,1)=-1
After
target(1,4)=-1
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S025
S027 · implies
Before
second transpose:source(4,2)=0
After
target(2,4)=0
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S026
S028 · implies
Before
second transpose:source(4,3)=1
After
target(3,4)=1
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S027
S029 · implies
Before
second transpose:source(5,1)=-2
After
target(1,5)=-2
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S028
S030 · implies
Before
second transpose:source(5,2)=-1
After
target(2,5)=-1
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S029
S031 · implies
Before
second transpose:source(5,3)=0
After
target(3,5)=0
Conditions: none
Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.
Step identifiers and dependencies
Rule: transpose_coordinate_swap · Uses: G001, S030
S032 · implies
Before
M=[[2, 1, 0, -1, -2], [3, 2, 1, 0, -1], [4, 3, 2, 1, 0]];M^T=[[2, 3, 4], [1, 2, 3], [0, 1, 2], [-1, 0, 1], [-2, -1, 0]]
After
roundtrip=[[2, 1, 0, -1, -2], [3, 2, 1, 0, -1], [4, 3, 2, 1, 0]];equal=Yes
Conditions: none
The original(i,j) entry moves to(j,i) and then back to(i,j);this is not reversing entries inside a row.
Step identifiers and dependencies
Rule: transpose_involution_audit · Uses: G001, S031
Result
([3, 5], [[2, 3, 4], [1, 2, 3], [0, 1, 2], [-1, 0, 1], [-2, -1, 0]], [[2, 1, 0, -1, -2], [3, 2, 1, 0, -1], [4, 3, 2, 1, 0]], Yes)
The full substitutions and premise checks give the original answer; source identity,format and status are unchanged.