A procedure for solving the so-ealled vertex optimization problem is developped in [1]. This proceduro is based in the present paper on the use of the extension principle. The problem treated in [1] contains not only a linear objective function but also linear constraints. The so called general vertex optimization problem is treated; and an algorithm based on the extension principle is given.