Many optimization problems involve the determination of a large number of (perhaps vector-valued) parameters which collectively can be represented as a set of points in some space of small dimension.

The standard quadratic optimization problem (StQP) refers to the problem of minimizing a quadratic form over the standard simplex. Such a problem arises from numerous applications and is known to be ...