Thursday, April 14, 2016

linear algebra - A real function which is additive but not homogenous



From the theory of linear mappings, we know linear maps over a vector space satisfy two properties:



Additivity: f(v+w)=f(v)+f(w)




Homogeneity: f(αv)=αf(v)



which αF is a scalar in the field which the vector space is defined on, and neither of these conditions implies the other one. If f is defined over the complex numbers, f:CC, then finding a mapping which is additive but not homogenous is simple; for example, f(c)=c. But can any one present an example on the reals, f:RR, which is additive but not homogenous?


Answer



If f:RR is additive, then you can show that f(αv)=αf(v) for any αQ (so f is a linear transformation when R is viewed as a vector space over Q). As Q is dense in R, it follows that an additive function that is not homogeneous must be discontinuous. To construct non-trivial discontinuous functions on R with nice algebraic properties, you usually need to resort to the existence of a basis for R viewed as a vector space over Q. Such a basis is called a Hamel basis. Given a Hamel basis B={xiiI} for R (where I is some necessarily uncountable index set), you can easily define a function that is additive but not homogeneous, e.g., pick a basis element xi and define f such that f(xi)=1 and f(xj)=0 for ji.


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