Reaction pathways for large systems such as proteins or other macromolecules are difficult to model using standard methods owing to the many degrees of freedom in such systems. Standard Euler-type methods which require knowledge of a transition structure, from which the path to two energy minima may be obtained are very inefficient when a whole reaction path is required since only small steps may be used with such methods. Furthermore, the location of a transition may itself be very difficult for large systems. Given these problems, an alternative approach (as suggested by Elber and Karplus, Chem. Phys. Lett., 1987, 139, 375), based on minimizing a functional of the entire path appears very attractive. This approach has not, previously, been evaluated for quantum-mechanical reaction surfaces, only for molecular mechanical surfaces. The assessment of a scheme, based on the Elber-Karplus approach, within both an ab initio and semi-empirical molecular orbital framework is presented. The method is evaluated by comparing the predicted paths with those obtained by the much used Gonzalez-Schlegel method for three model systems (isomerization of HCN, S(N)2 reaction of F- and CH3F and the addition of HF to ethene). The method is also tested on reactions without a transition state (hydride attack on an ester and a thioester). In the latter case, the conventional methods are more difficult to apply. The extension of the method to describe reactions in solution is discussed.