Multi-Mixture System and Its Optimal Experimental Design

In this paper, we discuss some issues of $D$-optimal and $A$-optimal design for Scheff\'{e} model on multiple mixture system. An important inequality based on positive definite quadratic form is also given. Employing the inequality, the structures of optimal designs for Scheff\'{e} model defined on multiple mixture system are made explicit.