Minimum BoundingBox on n-dimensional case
See chapter 18 here http://goo.gl/pLiEO. If the dimension is really high then bounding box is the wrong creature to work with. A better choice is the ellipsoid. See chapter 16 about John's ellipsoid - it can be computed efficiently using quadratic programming in some cases.