On Efficient Computational Algorithm For Optimal Designs

In this article, we discuss the optimal allocation problem in an experimentwhen a regression model is used for statistical analysis. Here, we provide an al-ternate proof of the monotonic convergence for D-criterion with a simple com-putational algorithm. We also discuss an algorithm as well as a conjecture ofthe monotonic convergence for A-criterion. Monte Carlo simulations are used todemonstrate the reliability, efciency and usefulness of the proposed algorithms.