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Conformal Geometric Algebra in Stochastic Optimization Problems ...

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3.3. CONFORMAL ANALYTIC GEOMETRY 113<br />

Fig. 3.9: Circles: projection SP and rejection SR of a po<strong>in</strong>t x<br />

SO ≡ x · C LC ≡ e · C ∗ Lx ≡ (e ∧ x ∧ SR)I<br />

SR ≡ (x · C −1 )C SP ≡ (x ∧ C −1 )C (SP imag<strong>in</strong>ary)<br />

through the center C, can thus be determ<strong>in</strong>ed us<strong>in</strong>g<br />

⇐⇒<br />

⇐⇒<br />

L ′ = (e ∧ C)I = e · (C I) = −e · C ∗<br />

L ′2 2<br />

= −(e ∧ C) (3.22) 2 (3.46)<br />

= −(e · C) = − P 2 C 1<br />

= −<br />

r2 r2 L = ±r(e · C ∗ ) ⇐⇒ L 2 = −1. (3.49)<br />

Regard<strong>in</strong>g the choice of the sign it is referred to section 3.3.12, which deals with<br />

l<strong>in</strong>es.<br />

In this way an <strong>in</strong>f<strong>in</strong>ite number of circles, which may vary <strong>in</strong> their position along the<br />

l<strong>in</strong>e or <strong>in</strong> the radius, correspond to the same l<strong>in</strong>e. These degrees of freedom make<br />

the formula attractive for be<strong>in</strong>g used to replace l<strong>in</strong>es with circles.<br />

Figure 3.9 may serve as an example. There the perpendiculars LC, w.r.t circle C,<br />

and Lx, respectively are depicted. The latter l<strong>in</strong>e belongs to circle K2.<br />

Projection<br />

Figure 3.9 summarizes several products, among others, the projection SP and the<br />

rejection SR of a po<strong>in</strong>t x with respect to a circle C. The center sP of the imag<strong>in</strong>ary<br />

sphere SP lies on the plane of the circle, i.e. PC. Note that l<strong>in</strong>e Lx does, <strong>in</strong> general,

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