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FW: Proper use of "linear"
> Well, being a French person...
>
> I scratched my head and went to my dictionary of mathematics because I
> couldn't remember seeing the term "affine" before (getting old, I guess).
> So, yes, the semantics are correct but as Jim points out in the last
> paragraph, usage does get corrupted, even by mathematicians. "Affine" is
> most often used in the context of transformations. Even the spell checker
> is ignorant of this term, even though it's been around since 1918.
>
> Affine Equation:
>
> A nonhomogeneous Linear Equation or system of nonhomogeneous Linear
> Equations is said to be affine.
>
>
> Affine Transformation
>
> Any Transformation preserving Collinearity (i.e., all points lying on a
> Line initially still lie on a Line after Transformation).
>
>
> Emelie Lamothe
> lamothee@aecl.ca
> ----------
> From: Dukelow, James S Jr[SMTP:jim.dukelow@pnl.gov]
> Reply To: radsafe@romulus.ehs.uiuc.edu
> Sent: Tuesday, May 11, 1999 7:53 PM
> To: Multiple recipients of list
> Subject: Proper use of "linear"
>
>
>
> [snip]
> The following is offered in the spirit of Goethe, who wrote: "The
> mathematicians are a sort of Frenchman: when you talk to them, they
> immediately translate it into their own language, and right away it
> becomes something entirely different."
>
> When a mathematician talks about a linear function f, he/she means
> one
> which satisfies the linearity properties:
>
> f(x + y) = f(x) + f(y)
>
> and f(a*x) = a*f(x) .
>
> They use the same definition whatever the x's and y's and the scalar
>
> a's are. f might be a function from the real numbers to the real
> numbers (the case of interest for dose-response curves), or f might
> be
> a function from a space of vectors of some dimension (Euclidean n-
> space) to the real numbers, or a function between two Euclidean n-
> spaces, or a function between a couple of infinite dimensional
> functions spaces.
>
> These linearity conditions are the reason that the sum of two
> solutions
> (i.e., the "superposition" of the two solutions) of a homogeneous
> linear differential equation or a homogeneous linear integral
> equation
> is again a solution of the same equation.
>
> For dose-response curves, the linear functions are precisely those
> of
> the form R = a * D, whose graphs are straight lines passing through
>
> the origin, so linear no-threshold dose-response functions are
> linear
> functions.
>
> Mathematicians call functions of the form R = a * D + b, affine
> functions. They have graphs that may or may not pass through the
> origin, depending on whether or not b = 0.
>
> By these definitions, the equation x + y = 2 defines an affine
> function, not a linear function.
>
> What we would understand to be a linear-threshold dose-reponse
> curve,
> the mathematician would call a continuous, piecewise-linear
> function.
> Its graph would have two straight line pieces, consisting of a
> linear
> function R = 0 * D, for D running from zero up to the threshold T,
> and
> an affine function R = a * D + b, for D greater than the threshold
> (with the additional requirement that a and b are related by the
> equation 0 = a * T + b, that is, that the affine function passes
> through the point D = T and R = 0).
>
> It could be argued that these definitions are far too picky for use
> by
> ordinary people, and, in fact, mathematicians themselves are not
> bothered by the hobgoblin "consistency". They talk about solving a
> system of linear equations, when they almost always mean solving a
> system of affine equations (i.e., equations with non-zero right hand
>
> sides).
>
> Best regards.
>
> Jim Dukelow
> Pacific Northwest National Laboratory
> Richland, WA
> jim.dukelow@pnl.gov
>
> These comments are mine and have not been reviewed and/or approved
> by
> my management or by the U.S. Department of Energy.
>
>
>
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