Linear Algebra Proofs for A^2=0 and p(A^2)<p(A)

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SUMMARY

The discussion focuses on proving two key properties of a square matrix A in linear algebra. First, it establishes that if A² = 0, then the columns of matrix A are vectors in the solution space of the equation Ax = 0, leading to the conclusion that the rank p(A) is at least n/2. Second, it asserts that if p(A²) < p(A), then the system Ax = 0 has a non-trivial solution, and the system A²x = 0 has a solution y such that Ay ≠ 0. The participants seek assistance in formalizing these proofs mathematically.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically matrix operations.
  • Familiarity with the definition and properties of matrix rank.
  • Knowledge of solution spaces in the context of linear equations.
  • Ability to write mathematical proofs and notation.
NEXT STEPS
  • Study the properties of nilpotent matrices, specifically those where A² = 0.
  • Learn about the rank-nullity theorem and its implications for linear transformations.
  • Explore mathematical proof techniques in linear algebra, focusing on formal notation.
  • Investigate the implications of rank inequalities in matrix theory.
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Students and educators in mathematics, particularly those specializing in linear algebra, as well as researchers and practitioners seeking to understand matrix properties and their proofs.

Anatolyz
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Hello !
i try to solve Linear algebra question(but need be written properly as mathmatical proofs)
Having A matrice nXn:
1)proove that if A^2=0 the columns of matrice A are vectors in solution space of the system Ax=0 (x and 0 are vectors of course),and show that p(A)>=n/2
2)proove that if p(A^2)<p(A) (p in all cases here means: the rank of the vectors)
so the system Ax=o has a non trivial solution and the System A^2x=0 has solution y which is Ay≠0,,,,
I have the general clue but how write it right,math way i have big problem..
thank you very much
 
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Anatolyz said:
Hello !
i try to solve Linear algebra question(but need be written properly as mathmatical proofs)
Having A matrice nXn:
1)proove that if A^2=0 the columns of matrice A are vectors in solution space of the system Ax=0 (x and 0 are vectors of course),and show that p(A)>=n/2
What is A(1, 0, 0...)T? A(0, 1, 0,...)T?, etc.

2)proove that if p(A^2)<p(A) (p in all cases here means: the rank of the vectors)
vectors don't have "ranks". I presume you mean the rank of A2 and A.

so the system Ax=o has a non trivial solution and the System A^2x=0 has solution y which is Ay≠0,,,,
I have the general clue but how write it right,math way i have big problem..
thank you very much
If you have a "general clue" please tell us what it is. Perhaps we can help with the mathematics notation for that. I started to give a hint but I suspect it may be just your "general clue".
 

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