Is a Non-Square Matrix Always Linearly Dependent?

In summary, linear algebra is a branch of mathematics that deals with the study of linear equations, matrices, vectors, and their properties. A linear algebra proof is a logical demonstration that uses mathematical concepts and reasoning to show the validity of a statement or theorem. It typically follows a step-by-step process and involves using properties of matrices, vectors, and operations. The key components of a linear algebra proof include clearly stating given information, using logical and mathematical reasoning, and providing a clear and concise conclusion. To improve skills in writing linear algebra proofs, it is important to have a strong understanding of fundamental concepts, practice solving problems, seek feedback, and analyze well-written proofs.
  • #1
eyehategod
82
0
Prove that if A is not square, then either the row vectors of A or column vectors of A form a linearly dependent set.

can anyone help me out with this proof? I have no idead how to start.
 
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  • #2
What is your definition of linearly dependent?
 
  • #3
If you have a set of n vectors with m components and n>m, can they be linearly independent?
 

FAQ: Is a Non-Square Matrix Always Linearly Dependent?

What is linear algebra?

Linear algebra is a branch of mathematics that deals with the study of linear equations, matrices, vectors, and their properties. It is used to solve systems of linear equations and to represent and manipulate geometric objects in higher-dimensional spaces.

What is a linear algebra proof?

A linear algebra proof is a logical demonstration that uses mathematical concepts and reasoning to show the validity of a statement or theorem in linear algebra. It involves using axioms, definitions, and previously proven theorems to arrive at a conclusion.

How is a linear algebra proof structured?

A linear algebra proof typically follows a step-by-step process, starting with stating the given information or assumptions, followed by applying relevant definitions and theorems, and finally arriving at a conclusion. It often involves using properties of matrices, vectors, and operations such as addition, multiplication, and inverses.

What are the key components of a linear algebra proof?

A linear algebra proof should clearly state the given information, use logical and mathematical reasoning to manipulate and simplify expressions, and provide a clear and concise conclusion. It should also be well-organized and easy to follow, with each step clearly explained.

How can I improve my skills in writing linear algebra proofs?

To improve your skills in writing linear algebra proofs, it is important to have a strong understanding of the fundamental concepts and properties of linear algebra. Practice solving various problems and proofs, and seek feedback from peers or a mentor. Reading and analyzing well-written proofs can also help improve your own writing skills.

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