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单词 LinearlyIndependent
释义

linearly independent


Let V be a vector spaceMathworldPlanetmath over afield F. We say that v1,,vkV are linearly dependent if there exist scalars λ1,,λkF, not all zero, such that

λ1v1++λkvk=0.

If no such scalars exist, then we say that the vectors are linearly independent.More generally, we say that a (possibly infinite) subset SV is linearly independent if all finite subsets of S are linearly independent.

In the case of two vectors, linear dependence means that one of thevectors is a scalar multiple of the other. As an alternatecharacterization of dependence, we also have the following.

Proposition 1.

Let SV be a subset of a vector space. Then, S islinearly dependent if and only if there exists a vS such thatv can be expressed as a linear combinationMathworldPlanetmath of the vectors in theset S\\{v} (all the vectors in S otherthan v (http://planetmath.org/SetDifference)).

Remark. Linear independence can be defined more generally for modules over rings: if M is a (left) module over a ring R. A subset S of M is linearly independent if whenever r1m1++rnmn=0 for riR and miM, then r1==rn=0.

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更新时间:2025/5/4 19:33:11