Algebra- Vector ce and subspace

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SUMMARY

The discussion centers on the properties of vector spaces and subspaces, specifically addressing three true or false statements regarding linear dependence and spanning sets. Statement (a) is debated, with some arguing that R^2 is not a subspace of R^3, while others affirm its validity based on definitions. Statement (b) is confirmed as false, as a set of linearly dependent vectors does not necessarily contain a zero vector. Statement (c) is also deemed false, as spanning sets can consist of linearly dependent vectors. The importance of counterexamples in proving the falsity of statements is emphasized.

PREREQUISITES
  • Understanding of vector spaces and subspaces
  • Knowledge of linear dependence and independence
  • Familiarity with spanning sets in linear algebra
  • Ability to construct counterexamples in mathematical proofs
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  • Study the definitions and properties of vector spaces and subspaces in detail
  • Learn about linear dependence and independence with examples
  • Explore the concept of spanning sets and their implications in linear algebra
  • Practice constructing counterexamples to validate or invalidate mathematical statements
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Students of linear algebra, educators teaching vector space concepts, and mathematicians interested in the foundational properties of linear systems.

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Algebra- Vector space and subspace

Homework Statement


Here are some true or false statements given in my test.
(a) R^2 is a subspace of R^3.
(b) If {v1, v2, ..., vn} is a set of linearly dependent vectors, then it contains a zero vector.
(c) If {v1, v2, ..., vn} is a spanning set, then {v1, v2, ..., vn} are linearly independent.

Homework Equations





The Attempt at a Solution


(a) True, because R is a subspace of R^2 and R^2 is a subspace of R^3 and R^3 is a subspace of R^4, and so on.
(b) False, because it may or may not contain a zero vector. I think that it is true for this statement: If {v1, v2, ..., vn} contains a zero vector, then it is linearly dependent. But the statement "If {v1, v2, ..., vn} is a set of linearly dependent vectors, then it contains a zero vector." is false.
(c) False. Beacuse vectors in spanning sets can be expressed as linear combinations of each others, and hence it is consistent and they are linearly dependent.

Any opinion on these questions? Thanks.
 
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a) you need to check the definition of subspace. Take a look at an element in R^2: (a,b) and an element in R^3: (x,y,z). R^2 is the set of all 2-tuples with real entries and R^3 is the set of all 3-tuples with real entires. I would say R^2 is not a subspace, but I'll leave it to you to justify why.

b,c) you're on the right track, but the best way to show a T/F question is false is to provide a specific counter-example. For example if the statement is: "All odd numbers are divisible by 2" you might answer, "False, consider 3, 3 is odd and not divisible by 2" and you're done. Counterexamples can be hard to find, but they're usually easy to write down.
 

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