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20 July, 09:47

Explain how to determine if something is a vector space or not

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  1. 20 July, 10:01
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    All you do is referring to the following definition:

    Definition: A vector space is a set V on which two operations + and · are defined, called vector addition and scalar multiplication.

    The operation + (vector addition) must satisfy the following conditions:

    Closure: If u and v are any vectors in V, then the sum u + v belongs to V.

    (1) Commutative law: For all vectors u and v in V, u + v = v + u

    (2) Associative law: For all vectors u, v, w in V, u + (v + w) = (u + v) + w

    (3) Additive identity: The set V contains an additive identity element, denoted by 0, such that for any vector v in V, 0 + v = v and v + 0 = v.

    (4) Additive inverses: For each vector v in V, the equations v + x = 0 and x + v = 0 have a solution x in V, called an additive inverse of v, and denoted by - v.

    The operation · (scalar multiplication) is defined between real numbers (or scalars) and vectors, and must satisfy the following conditions:

    Closure: If v in any vector in V, and c is any real number, then the product c · v belongs to V.

    (5) Distributive law: For all real numbers c and all vectors u, v in V, c · (u + v) = c · u + c · v

    (6) Distributive law : For all real numbers c, d and all vectors v in V, (c+d) · v = c · v + d · v

    (7) Associative law : For all real numbers c, d and all vectors v in V, c · (d · v) = (cd) · v

    (8) Unitary law : For all vectors v in V, 1 · v = v
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