This means you must either use extremely complex techniques like quadratic programming algorithms ... a technique called just support vector regression (without the "linear"). This extension technique ...

In math and research documentation, a general kernel function is sometimes written as K(x, x') to indicate any kernel function can be used and that x' is a reference (non-changing) vector ... method ...