For k = 3

The polar coordinates of the two support points are

(x11 , x12 , x13) = (sinθ12 cosθ11 , sinθ12 sinθ11 , cosθ12),

and

(x21 , x22 , x23) = (sinθ22 cosθ21 , sinθ22 sinθ21 , cosθ22),

where .

Following the same approach for the case of two factors, two optimal added points are to choose two perpendicular points from six star points. For example: () and (). At this time, the corresponding Peff is 0.6048.

Best Angle sampler

 

Example:

We suppose that T(t) = (5t)-2/3 and Nt = 10. After 400 iterations of BA sampler, the best added support points are

These two added points for the D-optimal minimal-point designs are any two perpendicular points of six star points.