The most interesting and complicated situations occur when there is a
continuum of solutions. For example, if one of the constraints is
removed, then a one-dimensional set of solutions can be obtained.
Suppose only one variable is constrained for the example in Figure
4.22. Intuitively, this should yield a one-dimensional
variety. Set the
coordinate to 0, which yields
 |
(4.65) |
and allow any possible value for
. As shown in Figure
4.23a, the point
must follow the
-axis. (This is
equivalent to a three-bar linkage that can be constructed by making a
third joint that is prismatic and forced to stay along the
-axis.)
Figure 4.23b shows the resulting variety
but plotted in
coordinates to
reduce the dimension from
to
for visualization purposes. To
correctly interpret the figures in Figure 4.23, recall
that the topology is
, which means that the top and
bottom are identified, and also the sides are identified. The center
of Figure 4.23b, which corresponds to
, prevents the variety from being a
manifold. The resulting space is actually homeomorphic to two circles
that touch at a point. Thus, even with such a simple example, the
nice manifold structure may disappear. Observe that at
the links are completely overlapped, and the point
of
is
placed at
in
. The horizontal line in Figure
4.23b corresponds to keeping the two links overlapping
and swinging them around together by varying
. The diagonal
lines correspond to moving along configurations such as the one shown
in Figure 4.23a. Note that the links and the
-axis
always form an isosceles triangle, which can be used to show that the
solution set is any pair of angles,
,
for which
. This is the reason why the diagonal
curves in Figure 4.23b are linear. Figures
4.23c and 4.23d show the varieties for the
constraints
 |
(4.66) |
and
 |
(4.67) |
respectively. In these cases, the point
in
must follow
the
and
axes, respectively. The varieties are
manifolds, which are homeomorphic to
. The sequence from Figure
4.23b to 4.23d can be imagined as part
of an animation in which the variety shrinks into a small circle.
Eventually, it shrinks to a point for the case
, because the only solution is when
.
Beyond this, the variety is the empty set because there are no
solutions. Thus, by allowing one constraint to vary, four different
topologies are obtained: 1) two circles joined at a point, 2) a
circle, 3) a point, and 4) the empty set.
Figure 4.23:
A single constraint was added to the
point
on
, as shown in (a). The curves in (b), (c), and (d)
depict the variety for the cases of
,
, and
,
respectively.
 |
Steven M LaValle
2020-08-14