To determine the attractor dimension of chaotic dynamics, the box-counting
method has the difficulty in getting accurate estimates because the boxes a
re not weighted by their relative probabilities. We present a new method to
minimize this difficulty. The local box-counting method can be quite effec
tive in determining the attractor dimension of high-order chaos as well as
low-order chaos.