Extension of a basis (exchange theorem)

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SUMMARY

The discussion centers on the application of the exchange theorem for extending a basis in a four-dimensional real space, specifically using the standard basis {e1, e2, e3, e4}. The participants confirm that as long as the coefficient of the vector being exchanged is non-zero, it is valid to replace it in the basis. For instance, given v1 = e1 + e2 and v2 = v1 - 2e2, the basis can be expressed as {v1, v2, e3, e4}. The conclusion is that both {v1, -(1/2)v2, e3, e4} and {v1, v2, e3, e4} can serve as valid bases under the exchange theorem.

PREREQUISITES
  • Understanding of linear algebra concepts, particularly basis and dimension.
  • Familiarity with the exchange theorem in vector spaces.
  • Knowledge of vector representation in four-dimensional real space.
  • Ability to manipulate linear combinations of vectors.
NEXT STEPS
  • Study the properties of vector spaces and bases in linear algebra.
  • Learn more about the exchange theorem and its applications in different dimensions.
  • Explore examples of basis extension in higher-dimensional spaces.
  • Investigate the implications of non-zero coefficients in linear combinations.
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Students and professionals in mathematics, particularly those studying linear algebra, as well as educators looking to clarify the application of the exchange theorem in basis extension.

latentcorpse
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hi. ok if I'm using the exchange theorem for extension to a basis. i have the standard basis of 4 dimensional real space is {e1,e2,e3,e4}. and v1=e1+e2

then i can say that the coefficient at e1 is 1 which is non zero therefore i can exchange and get {v1,e2,e3,e4} as a basis. however if v2 = v1-2e2 say then what would be the basis i could make by the exchange theorem.

i reckoned it would be "the coefficient at e2 is -2 therefore by exchange theorem {v1,-(1/2)v2,e3,e4} would be a basis."?

Unless all that matters is that the coefficient of e2 is non zero and then {v1,v2,e3,e4} would be the basis?

Help!
 
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latentcorpse said:
hi. ok if I'm using the exchange theorem for extension to a basis. i have the standard basis of 4 dimensional real space is {e1,e2,e3,e4}. and v1=e1+e2

then i can say that the coefficient at e1 is 1 which is non zero therefore i can exchange and get {v1,e2,e3,e4} as a basis. however if v2 = v1-2e2 say then what would be the basis i could make by the exchange theorem.

i reckoned it would be "the coefficient at e2 is -2 therefore by exchange theorem {v1,-(1/2)v2,e3,e4} would be a basis."?

Unless all that matters is that the coefficient of e2 is non zero and then {v1,v2,e3,e4} would be the basis?

Help!
Yes, the only important point is that the coefficient is non-zero. Since the coefficient of e2 is non-zero, you can replace e2 by v2.

Suppose v= ae1+ be2+ ce3+ de4. Since v1= e1+ e2, e1= v1- e2 so v= a(v1- e2)+ be2+ ce3+ de4= av1+ (b-a)e2+ ce3+ de4. Since v2= v1- 2e2, e2= (1/2)(v2- v1) and v= av1+ (b-a)(1/2)(v2- v1)+ ce3+ de4= (1/2)(3a+ b)v1+(1/2)bv2+ ce3+ de4. The coefficients involve "1/2" but the basis doesn't have to. In fact, {v1,-(1/2)v2,e3,e4} is a basis if and only if {v1, v2, e3, e4} is a basis.
 

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