This paper develops a methodology to generate a sequence of interval vectors (boxes), which converges to a very small box of negligible volume containing the minimum point a function of several variable. Each point of that box is an approximate solution. Interval extension of real valued function is used to propose the method. © 2012 Newswood Limited. All rights reserved.