The book also addresses linear programming duality theory and ... of the story of how to both model and solve optimization problems by using the specific problems - linear and integer programs ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...

This course examines formulation and solution of applicable optimization models, including linear, integer, nonlinear, and network problems, efficient algorithm methods, and use of computer modeling ...

In this paper, a new approach to compute the maximum Omega ratio as a linear program is derived. While the Omega ratio is considered to be a nonconvex function, the authors show an exact formulation ...

A linear SVR model uses an unusual error/loss ... This means you must either use extremely complex techniques like quadratic programming algorithms, or use an algorithm like evolutionary optimization.