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Problem
  Distance of closest approach of two ellipses
 Distance of closest approach of two ellipsoids
                                   Future work




Computing the distance of closest approach
    between ellipses and ellipsoids

                   L. Gonzalez-Vega, G. R. Quintana

          Departamento de MATemĂĄticas, EStadĂ­stica y COmputaciĂłn
                       University of Cantabria, Spain


   Conference on Geometry: Theory and Applications
             Dedicated to the memory of Prof. Josef Hoschek
              Pilsen, Czech Republic, June 29 - July 2, 2009



            L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Contents


  1   Problem

  2   Distance of closest approach of two ellipses

  3   Distance of closest approach of two ellipsoids

  4   Future work




                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Introduction




  The distance of closest approach of two arbitrary separated
  ellipses (resp. ellipsoids) is the distance among their centers
  when they are externally tangent, after moving them through
  the line joining their centers.




                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Introduction


  The distance of closest approach of two arbitrary separated
  ellipses (resp. ellipsoids) is the distance among their centers
  when they are externally tangent, after moving them through
  the line joining their centers.

  It appears when we study the problem of determining the
  distance of closest approach of hard particles which is a key
  topic in some physical questions like modeling and simulating
  systems of anisometric particles such as liquid crystals or in the
  case of interference analysis of molecules.



                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Previous work


  A description of a method for solving the problem in the case of
  two arbitrary hard ellipses can be found in

      X. Z HENG , P. PALFFY-M UHORAY, Distance of closest
      approach of two arbitrary hard ellipses in two dimensions,
      Physical Review, E 75, 061709,2007.

  An analytic expression for that distance is given as a function of
  their orientation relative to the line joining their centers.




                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Previous work
  Steps of the previous approach:
   1   Two ellipses initially distant are given.
   2   One ellipse is translated toward the other along the line
       joining their centers until they are externally tangent.
   3   PROBLEM: to ïŹnd the distance d between the centers at
       that time.
   4   Transformation of the two tangent ellipses into a circle and
       an ellipse.
   5   Determination of the distance d of closest approach of the
       circle and the ellipse.
   6   Determination of the distance d of closest approach of the
       initial ellipses by inverse transformation.

                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Previous work
  Steps of the previous approach:
   1   Two ellipses initially distant are given.
   2   One ellipse is translated toward the other along the line
       joining their centers until they are externally tangent.
   3   PROBLEM: to ïŹnd the distance d between the centers at
       that time.
   4   Transformation of the two tangent ellipses into a circle and
       an ellipse. ⇒ Anisotropic scaling
   5   Determination of the distance d of closest approach of the
       circle and the ellipse.
   6   Determination of the distance d of closest approach of the
       initial ellipses by inverse transformation.

                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Previous work




  To deal with anisotropic scaling and the inverse transformation
  involves the calculus of the eigenvectors and eigenvalues of the
  matrix of the transformation.

  Our goal is to avoid that computation.




                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Our approach


  We use the results shown in:
      F. E TAYO, L. G ONZÁLEZ -V EGA , N. DEL R ÍO, A new approach to
      characterizing the relative position of two ellipses depending on
      one parameter, Computed Aided Geometric Desing 23,
      324-350, 2006.
      W. WANG , R. K RASAUSKAS, Interference analysis of conics and
      quadrics, Contemporary Math. 334, 25-36,2003.
      W. WANG , J. WANG , M. S. K IM, An algebraic condition for the
      separation of two ellipsoids, Computer Aided Geometric Desing
      18, 531-539, 2001.




                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Our approach

  Following their notation we deïŹne the characteristic polynomial
  of the pencil determined by two ellipses(resp. ellipsoids)
  DeïŹnition
  Let A and B be two ellipses (resp. ellipsoids) given by the
  equations X T AX = 0 and X T BX = 0 respectively, the degree
  three (resp. four) polynomial

                                     f (λ) = det(λA + B)

  is called the characteristic polynomial of the pencil λA + B



                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Our approach



       W. WANG , R. K RASAUSKAS, Interference analysis of conics and
       quadrics, Contemporary Math. 334, 25-36,2003.
       W. WANG , J. WANG , M. S. K IM, An algebraic condition for the
       separation of two ellipsoids, Computer Aided Geometric Desing
       18, 531-539, 2001.

  Results about the intersection of two ellipsoids: a complete
  characterization, in terms of the sign of the real roots of the
  characteristic polynomial, of the separation case.




                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Our approach


  More precisely:

      Two ellipsoids are separated if and only if their
      characteristic polynomial has two distinct positive roots.
      The characteristic equation always has at least two
      negative roots.
      The ellipsoids touch each other externally if and only if the
      characteristic equation has a positive double root.




                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
         Distance of closest approach of two ellipses
        Distance of closest approach of two ellipsoids
                                          Future work


Our approach


       F. E TAYO, L. G ONZÁLEZ -V EGA , N. DEL R ÍO, A new approach to
       characterizing the relative position of two ellipses depending on one
       parameter, Computed Aided Geometric Desing 23, 324-350, 2006.

  An equivalent characterization is given for the case of two coplanar ellipses.

  In fact the ten relative positions of two ellipses are characterized by using
  several tools coming from Real Algebraic Geometry, Computer Algebra and
  Projective Geometry (Sturm-Habicht sequences and the classiïŹcation of
  pencils of conics in P2 (R)). Each one is determined by a set of equalities and
  inequalities depending only on the matrices of the conics.




                   L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Our approach



  We use the previous characterization in order to obtain the
  solution of the problem.

  We give a closed formula for the polynomial S(t) (depending
  polynomially on the ellipse parameters) whose smallest real
  root provides the distance of closest approach. We will see that
  it extends in a natural way to the case of two ellipsoids.




                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
      Distance of closest approach of two ellipses
     Distance of closest approach of two ellipsoids
                                       Future work




We consider the two coplanar ellipses given by the equations:


                                                      x2   y2
                      E1 =        (x, y) ∈ R2 :          +    −1=0
                                                      a     b


E2 = (x, y) ∈ R2 : a11 x2 + a22 y 2 + 2a12 xy + 2a13 x + 2a23 y + a33 = 0




                L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


ConïŹguration of the ellipses




                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
      Distance of closest approach of two ellipses
     Distance of closest approach of two ellipsoids
                                       Future work




Equation of a moving ellipse E1 (t) along the line deïŹned by the
centers:

                                              (x − pt)2 (y − qt)2
     E1 (t) =          (x, y) ∈ R2 :                   +          −1=0
                                                  a         b
where
                                            a22 a13 − a12 a23
                                    p=
                                             a2 − a11 a22
                                               12
                                            a11 a23 − a12 a13
                                    q=
                                             a2 − a11 a22
                                               12




                L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work




The characteristic polynomial of the pencil λA2 + A1 (t):


H(t; λ) = det(λA2 + A1 (t)) = h3 (t)λ3 + h2 (t)λ2 + h1 (t)λ + h0 (t)

External tangent situation is produced when H(t; λ) has a
double positive root: the equation which gives us the searched
value of t, t0 , is S(t) = 0 where


S(t) = discλ H(t; λ) = s8 t8 +s7 t7 +s6 t6 +s5 t5 +s4 t4 +s3 t6 +s2 t4 +s1 t2 +s0




                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Distance of closest approach of two separated ellipses


  Theorem
  Given two separated ellipses E1 and E2 the distance of their
  closest approach is given as

                                          d = t0        p2 + q 2

  where t0 is the smallest positive real root of S(t) = discλ H(t; λ),
  H(t; λ) is the characteristic polynomial of the pencil determined
  by them and (p, q) is the center of E2 .




                  L. Gonzalez-Vega, G. R. Quintana       CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Example


 Let A and B be the ellipses:

                                                   1
                    A :=         (x, y) ∈ R2 : x2 + y 2 − 1 = 0
                                                   2

      B := (x, y) ∈ R2 : 9x2 + 4y 2 − 54x − 32y + 109 = 0

                                                                    1
 A centered at the origin and semi-axes of length 1 and            √ .
                                                                     2

 B centered at (3, 4) with semi-axes of length 2 and 3.



                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Position of the ellipses A (blue) and B (green)




                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Example


 We make the center of the ïŹrst one to move along the line
 determined by the centers.

                                                               (y − 4t)2
      A(t) :=           (x, y) ∈ R2 : (x − 3t)2 +                        −1=0
                                                                   2

 Characteristic polynomial of the pencil λB + A(t):
           B                                       17     17      5
          HA(t) (t; λ) =                  λ3 + − 36 t2 + 18 t − 24 λ2 +
                                            23     145 2    145        1
                                          − 648 − 2592 t + 1296 t λ + 2592



                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Example



 Polynomial whose smallest real root gives the instant t = t0
 when the ellipses are tangent:

                    251243        115599091      1478946641
     SA(t) (t) = − 80621568 t + 8707129344 t2 + 34828517376 t4 −
      B
                 266704681 3        55471163 6    158971867 5
                 8707129344 t + 2902376448 t − 4353564672 t +
                      6076225   8      6076225 7      40111
                    8707129344 t − 1088391168 t + 136048896




                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Example

 Polynomial whose smallest real root gives the instant t = t0
 when the ellipses are tangent:

                    251243       115599091      1478946641
     SA(t) (t) = − 80621568 t + 8707129344 t2 + 34828517376 t4 −
      B
                 266704681 3       55471163 6     158971867 5
                 8707129344 t + 2902376448 t − 4353564672 t +
                      6076225   8 − 6076225 t7 +      40111
                    8707129344 t     1088391168     136048896

                         B
 The four real roots of SA(t) (t) are:

                    t0 = 0.2589113100, t1 = 0.7450597195,
                      t2 = 1.254940281, t3 = 1.741088690


                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Positions of A(t) (blue) and B (green)




                t = t0                                             t = t1


                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Positions of A(t) (blue) and B (green)




                t = t2                                             t = t3


                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
         Distance of closest approach of two ellipses
        Distance of closest approach of two ellipsoids
                                          Future work


Let A1 and A2 be the symmetric deïŹnite positive matrices deïŹning
the separated ellipsoids E1 and E2 as X T A1 X = 0 and X T A2 X = 0
where X T = (x, y, z, 1), and

                      1
                ïŁ«                           ïŁ¶                 ïŁ«                        ïŁ¶
                      a     0     0       0                     a11    a12   a13   a14
                            1                                 ïŁŹ a12
             ïŁŹ 0
                            b     0      0 ïŁ·                           a22   a23   a24 ïŁ·
        A1 = ïŁŹ                     1
                                            ïŁ·            A2 = ïŁŹ
                                                              ïŁ­ a13
                                                                                       ïŁ·
             ïŁ­ 0            0      c      0 ïŁž                          a23   a33   a34 ïŁž
               0            0     0      −1                     a14    a24   a34   a44

i.e.,

                                                         x2   y2   z2
                    E1 =         (x, y) ∈ R2 :              +    +    −1=0
                                                         a     b    c


                                       a11 x2 + a22 y 2 + a33 z 2 + 2a12 xy + 2a13 xz+
E2 =       (x, y) ∈ R2 :
                                           2a23 yz + 2a14 x + 2a24 y + 2a34 z + a44 = 0


                   L. Gonzalez-Vega, G. R. Quintana        CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


ConïŹguration of the two ellipsoids




                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Characteristic polynomial



                                     (x − txc )2   (y − tyc )2   (z − tzc )2
  E1 (t) =     (x, y) ∈ R2 :                     +             +             −1=0
                                         a             b             c

  In order to ïŹnd the value of t, t0 , for which the ellipsoids are externally
  tangent we have to to check if the polynomial
  H(t; λ) = det(E1 (t) + λE2 ), which has degree four, has a double real
  root. That is, ïŹnd the roots of the polynomial of degree 12:

                       S(t) = discλ (H(t, λ)) = s12 t12 + ... + s0




                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Distance of closest approach of two ellipsoids


  Theorem
  Given two separated ellipsoids E1 and E2 the distance of their
  closest approach is given as

                                     d = t0         x 2 + yc + zc
                                                      c
                                                           2    2


  where t0 is the smallest positive real root of S(t) = discλ H(t; λ),
  H(t; λ) is the characteristic polynomial of the pencil determined
  by them, and (xc , yc , zc ) is the center of E2 .




                  L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
        Distance of closest approach of two ellipses
       Distance of closest approach of two ellipsoids
                                         Future work


Example


 Let E1 (t) and E2 be the two ellipsoids given as follows:

                                                        1 2 1 2
                  E1 :=       (x, y, z) ∈ R3 :            x + y + z2 − 1 = 0
                                                        4    2

                                      1 2        1           51  1
    E2 :=      (x, y, z) ∈ R3 :         x − 2 x + y2 − 3 y +    + z2 − 5 z = 0
                                      5          4            2  2


                                     1 2 1 2        5                        197 2
 E1 (t) :=    (x, y, z) ∈ R3 :         x + y + z 2 − tx − 6 ty − 10 tz − 1 +    t =0
                                     4    2         2                         4




                  L. Gonzalez-Vega, G. R. Quintana        CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


ConïŹguration of the two ellipsoids E1 (blue)and E2
(green)




                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Example




 Characteristic polynomial of E2 and E1 (t):

   E2
  HE1 (t) (t; λ) = λ4 − 43 λ3 − 197 λ3 t2 − 301 λ2 − 659 λ2 t2 +
                                  4           2        4
                                                                   197
                                                                    2    λ3 t−
                   237
                    2  λ − 265 λ t2 + 659 λ2 t + 5 + 265 λ t
                            2          2




                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
         Distance of closest approach of two ellipses
        Distance of closest approach of two ellipsoids
                                          Future work


Example

              E2
 Polynomial SE1 (t) (t) whose its smallest real root corresponds to the instant
 t = t0 when the ellipsoids are tangent:

   E2
  SE1 (t) (t)    =      16641
                         1024
                              − 1)4 (2725362025t8 − 21802896200t7 + 75970256860t6 −
                              (t
                        150580994360t5 + 185680506596t4 − 145836126384t3 +
                        71232102544t2 − 19777044480t + 2388833408)
                         E2
 The four real roots of SE1 (t) (t) that determine the four tangency points are all
 provided by the factor of degree 8:

                            t0 = 0.6620321914, t1 = 0.6620321914
                             t2 = 1.033966297, t3 = 1.337967809




                   L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Positions of E1 (blue) and E2 (green) t = t0




                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Positions of E1 (blue) and E2 (green) t = t1




                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Positions of E1 (blue) and E2 (green) t = t2




                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
       Distance of closest approach of two ellipses
      Distance of closest approach of two ellipsoids
                                        Future work


Positions of E1 (blue) and E2 (green) t = t3




                 L. Gonzalez-Vega, G. R. Quintana      CGTA 2009
Problem
      Distance of closest approach of two ellipses
     Distance of closest approach of two ellipsoids
                                       Future work




Some geometric conïŹgurationsof the quadrics or conics we are
studying seem to be related with specially simple
decompositions of the polynomials involved in the calculus of
the minimum distance between them or of the closest approach
of them.

We are working in the algebraic-geometric interpretation of this
situation.




                L. Gonzalez-Vega, G. R. Quintana      CGTA 2009

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CGTA09

  • 1. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Computing the distance of closest approach between ellipses and ellipsoids L. Gonzalez-Vega, G. R. Quintana Departamento de MATemĂĄticas, EStadĂ­stica y COmputaciĂłn University of Cantabria, Spain Conference on Geometry: Theory and Applications Dedicated to the memory of Prof. Josef Hoschek Pilsen, Czech Republic, June 29 - July 2, 2009 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 2. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Contents 1 Problem 2 Distance of closest approach of two ellipses 3 Distance of closest approach of two ellipsoids 4 Future work L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 3. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Introduction The distance of closest approach of two arbitrary separated ellipses (resp. ellipsoids) is the distance among their centers when they are externally tangent, after moving them through the line joining their centers. L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 4. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Introduction The distance of closest approach of two arbitrary separated ellipses (resp. ellipsoids) is the distance among their centers when they are externally tangent, after moving them through the line joining their centers. It appears when we study the problem of determining the distance of closest approach of hard particles which is a key topic in some physical questions like modeling and simulating systems of anisometric particles such as liquid crystals or in the case of interference analysis of molecules. L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 5. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Previous work A description of a method for solving the problem in the case of two arbitrary hard ellipses can be found in X. Z HENG , P. PALFFY-M UHORAY, Distance of closest approach of two arbitrary hard ellipses in two dimensions, Physical Review, E 75, 061709,2007. An analytic expression for that distance is given as a function of their orientation relative to the line joining their centers. L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 6. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Previous work Steps of the previous approach: 1 Two ellipses initially distant are given. 2 One ellipse is translated toward the other along the line joining their centers until they are externally tangent. 3 PROBLEM: to ïŹnd the distance d between the centers at that time. 4 Transformation of the two tangent ellipses into a circle and an ellipse. 5 Determination of the distance d of closest approach of the circle and the ellipse. 6 Determination of the distance d of closest approach of the initial ellipses by inverse transformation. L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 7. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Previous work Steps of the previous approach: 1 Two ellipses initially distant are given. 2 One ellipse is translated toward the other along the line joining their centers until they are externally tangent. 3 PROBLEM: to ïŹnd the distance d between the centers at that time. 4 Transformation of the two tangent ellipses into a circle and an ellipse. ⇒ Anisotropic scaling 5 Determination of the distance d of closest approach of the circle and the ellipse. 6 Determination of the distance d of closest approach of the initial ellipses by inverse transformation. L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 8. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Previous work To deal with anisotropic scaling and the inverse transformation involves the calculus of the eigenvectors and eigenvalues of the matrix of the transformation. Our goal is to avoid that computation. L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 9. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Our approach We use the results shown in: F. E TAYO, L. G ONZÁLEZ -V EGA , N. DEL R ÍO, A new approach to characterizing the relative position of two ellipses depending on one parameter, Computed Aided Geometric Desing 23, 324-350, 2006. W. WANG , R. K RASAUSKAS, Interference analysis of conics and quadrics, Contemporary Math. 334, 25-36,2003. W. WANG , J. WANG , M. S. K IM, An algebraic condition for the separation of two ellipsoids, Computer Aided Geometric Desing 18, 531-539, 2001. L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 10. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Our approach Following their notation we deïŹne the characteristic polynomial of the pencil determined by two ellipses(resp. ellipsoids) DeïŹnition Let A and B be two ellipses (resp. ellipsoids) given by the equations X T AX = 0 and X T BX = 0 respectively, the degree three (resp. four) polynomial f (λ) = det(λA + B) is called the characteristic polynomial of the pencil λA + B L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 11. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Our approach W. WANG , R. K RASAUSKAS, Interference analysis of conics and quadrics, Contemporary Math. 334, 25-36,2003. W. WANG , J. WANG , M. S. K IM, An algebraic condition for the separation of two ellipsoids, Computer Aided Geometric Desing 18, 531-539, 2001. Results about the intersection of two ellipsoids: a complete characterization, in terms of the sign of the real roots of the characteristic polynomial, of the separation case. L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 12. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Our approach More precisely: Two ellipsoids are separated if and only if their characteristic polynomial has two distinct positive roots. The characteristic equation always has at least two negative roots. The ellipsoids touch each other externally if and only if the characteristic equation has a positive double root. L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 13. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Our approach F. E TAYO, L. G ONZÁLEZ -V EGA , N. DEL R ÍO, A new approach to characterizing the relative position of two ellipses depending on one parameter, Computed Aided Geometric Desing 23, 324-350, 2006. An equivalent characterization is given for the case of two coplanar ellipses. In fact the ten relative positions of two ellipses are characterized by using several tools coming from Real Algebraic Geometry, Computer Algebra and Projective Geometry (Sturm-Habicht sequences and the classiïŹcation of pencils of conics in P2 (R)). Each one is determined by a set of equalities and inequalities depending only on the matrices of the conics. L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 14. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Our approach We use the previous characterization in order to obtain the solution of the problem. We give a closed formula for the polynomial S(t) (depending polynomially on the ellipse parameters) whose smallest real root provides the distance of closest approach. We will see that it extends in a natural way to the case of two ellipsoids. L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 15. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work We consider the two coplanar ellipses given by the equations: x2 y2 E1 = (x, y) ∈ R2 : + −1=0 a b E2 = (x, y) ∈ R2 : a11 x2 + a22 y 2 + 2a12 xy + 2a13 x + 2a23 y + a33 = 0 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 16. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work ConïŹguration of the ellipses L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 17. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Equation of a moving ellipse E1 (t) along the line deïŹned by the centers: (x − pt)2 (y − qt)2 E1 (t) = (x, y) ∈ R2 : + −1=0 a b where a22 a13 − a12 a23 p= a2 − a11 a22 12 a11 a23 − a12 a13 q= a2 − a11 a22 12 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 18. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work The characteristic polynomial of the pencil λA2 + A1 (t): H(t; λ) = det(λA2 + A1 (t)) = h3 (t)λ3 + h2 (t)λ2 + h1 (t)λ + h0 (t) External tangent situation is produced when H(t; λ) has a double positive root: the equation which gives us the searched value of t, t0 , is S(t) = 0 where S(t) = discλ H(t; λ) = s8 t8 +s7 t7 +s6 t6 +s5 t5 +s4 t4 +s3 t6 +s2 t4 +s1 t2 +s0 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 19. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Distance of closest approach of two separated ellipses Theorem Given two separated ellipses E1 and E2 the distance of their closest approach is given as d = t0 p2 + q 2 where t0 is the smallest positive real root of S(t) = discλ H(t; λ), H(t; λ) is the characteristic polynomial of the pencil determined by them and (p, q) is the center of E2 . L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 20. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Example Let A and B be the ellipses: 1 A := (x, y) ∈ R2 : x2 + y 2 − 1 = 0 2 B := (x, y) ∈ R2 : 9x2 + 4y 2 − 54x − 32y + 109 = 0 1 A centered at the origin and semi-axes of length 1 and √ . 2 B centered at (3, 4) with semi-axes of length 2 and 3. L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 21. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Position of the ellipses A (blue) and B (green) L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 22. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Example We make the center of the ïŹrst one to move along the line determined by the centers. (y − 4t)2 A(t) := (x, y) ∈ R2 : (x − 3t)2 + −1=0 2 Characteristic polynomial of the pencil λB + A(t): B 17 17 5 HA(t) (t; λ) = λ3 + − 36 t2 + 18 t − 24 λ2 + 23 145 2 145 1 − 648 − 2592 t + 1296 t λ + 2592 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 23. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Example Polynomial whose smallest real root gives the instant t = t0 when the ellipses are tangent: 251243 115599091 1478946641 SA(t) (t) = − 80621568 t + 8707129344 t2 + 34828517376 t4 − B 266704681 3 55471163 6 158971867 5 8707129344 t + 2902376448 t − 4353564672 t + 6076225 8 6076225 7 40111 8707129344 t − 1088391168 t + 136048896 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 24. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Example Polynomial whose smallest real root gives the instant t = t0 when the ellipses are tangent: 251243 115599091 1478946641 SA(t) (t) = − 80621568 t + 8707129344 t2 + 34828517376 t4 − B 266704681 3 55471163 6 158971867 5 8707129344 t + 2902376448 t − 4353564672 t + 6076225 8 − 6076225 t7 + 40111 8707129344 t 1088391168 136048896 B The four real roots of SA(t) (t) are: t0 = 0.2589113100, t1 = 0.7450597195, t2 = 1.254940281, t3 = 1.741088690 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 25. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Positions of A(t) (blue) and B (green) t = t0 t = t1 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 26. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Positions of A(t) (blue) and B (green) t = t2 t = t3 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 27. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Let A1 and A2 be the symmetric deïŹnite positive matrices deïŹning the separated ellipsoids E1 and E2 as X T A1 X = 0 and X T A2 X = 0 where X T = (x, y, z, 1), and 1 ïŁ« ïŁ¶ ïŁ« ïŁ¶ a 0 0 0 a11 a12 a13 a14 1 ïŁŹ a12 ïŁŹ 0 b 0 0 ïŁ· a22 a23 a24 ïŁ· A1 = ïŁŹ 1 ïŁ· A2 = ïŁŹ ïŁ­ a13 ïŁ· ïŁ­ 0 0 c 0 ïŁž a23 a33 a34 ïŁž 0 0 0 −1 a14 a24 a34 a44 i.e., x2 y2 z2 E1 = (x, y) ∈ R2 : + + −1=0 a b c a11 x2 + a22 y 2 + a33 z 2 + 2a12 xy + 2a13 xz+ E2 = (x, y) ∈ R2 : 2a23 yz + 2a14 x + 2a24 y + 2a34 z + a44 = 0 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 28. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work ConïŹguration of the two ellipsoids L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 29. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Characteristic polynomial (x − txc )2 (y − tyc )2 (z − tzc )2 E1 (t) = (x, y) ∈ R2 : + + −1=0 a b c In order to ïŹnd the value of t, t0 , for which the ellipsoids are externally tangent we have to to check if the polynomial H(t; λ) = det(E1 (t) + λE2 ), which has degree four, has a double real root. That is, ïŹnd the roots of the polynomial of degree 12: S(t) = discλ (H(t, λ)) = s12 t12 + ... + s0 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 30. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Distance of closest approach of two ellipsoids Theorem Given two separated ellipsoids E1 and E2 the distance of their closest approach is given as d = t0 x 2 + yc + zc c 2 2 where t0 is the smallest positive real root of S(t) = discλ H(t; λ), H(t; λ) is the characteristic polynomial of the pencil determined by them, and (xc , yc , zc ) is the center of E2 . L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 31. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Example Let E1 (t) and E2 be the two ellipsoids given as follows: 1 2 1 2 E1 := (x, y, z) ∈ R3 : x + y + z2 − 1 = 0 4 2 1 2 1 51 1 E2 := (x, y, z) ∈ R3 : x − 2 x + y2 − 3 y + + z2 − 5 z = 0 5 4 2 2 1 2 1 2 5 197 2 E1 (t) := (x, y, z) ∈ R3 : x + y + z 2 − tx − 6 ty − 10 tz − 1 + t =0 4 2 2 4 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 32. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work ConïŹguration of the two ellipsoids E1 (blue)and E2 (green) L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 33. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Example Characteristic polynomial of E2 and E1 (t): E2 HE1 (t) (t; λ) = λ4 − 43 λ3 − 197 λ3 t2 − 301 λ2 − 659 λ2 t2 + 4 2 4 197 2 λ3 t− 237 2 λ − 265 λ t2 + 659 λ2 t + 5 + 265 λ t 2 2 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 34. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Example E2 Polynomial SE1 (t) (t) whose its smallest real root corresponds to the instant t = t0 when the ellipsoids are tangent: E2 SE1 (t) (t) = 16641 1024 − 1)4 (2725362025t8 − 21802896200t7 + 75970256860t6 − (t 150580994360t5 + 185680506596t4 − 145836126384t3 + 71232102544t2 − 19777044480t + 2388833408) E2 The four real roots of SE1 (t) (t) that determine the four tangency points are all provided by the factor of degree 8: t0 = 0.6620321914, t1 = 0.6620321914 t2 = 1.033966297, t3 = 1.337967809 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 35. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Positions of E1 (blue) and E2 (green) t = t0 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 36. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Positions of E1 (blue) and E2 (green) t = t1 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 37. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Positions of E1 (blue) and E2 (green) t = t2 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 38. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Positions of E1 (blue) and E2 (green) t = t3 L. Gonzalez-Vega, G. R. Quintana CGTA 2009
  • 39. Problem Distance of closest approach of two ellipses Distance of closest approach of two ellipsoids Future work Some geometric conïŹgurationsof the quadrics or conics we are studying seem to be related with specially simple decompositions of the polynomials involved in the calculus of the minimum distance between them or of the closest approach of them. We are working in the algebraic-geometric interpretation of this situation. L. Gonzalez-Vega, G. R. Quintana CGTA 2009