A new approximating formula for the Arrhenius integral has been proposed using the Pattern Search Method, which is both reliable and accurate. Compared with several published Arrhenius integral approximations, the newly proposed formula is superior to the others and is an ideal solution for the estimation of kinetic parameters from nonisothermal thermogravimetric analysis data. (c) 2006 Elsevier B.V. All rights reserved.