Lennard-Jones clusters have become a much-studied test system for global optimization methods designed for configurational problems. Our application of the `basin-hopping' algorithm is one of the most successful methods in the size regime N<110.
Most of the global minima have structures based upon the Mackay icosahedron. The exceptions, which are based on a face-centred-cubic truncated octahedron (N=38) and Marks decahedra (N=75-77,102-104), provide a stiff test for any putative global optimization algorithm. The basin-hopping and genetic algorithms are the only unbiased global optimization methods which have found the decahedral global minima.
More information about the global minima can be accessed from the following pages: