Question: Apply the aiNet to solve the chainlink problem illustrated in Figure. This data set is composed of 1000 data points in the ℜ3 -space, arranged such that they form the shape of two intertwined 3-D rings, of whom one is extended along the x-y direction and the other one along the x-z direction. The two rings can be thought of as two links of a chain with each one consisting of 500 data points. The data is provided by a random number generator whose values are inside two toroids with radius R = 1.0 and r = 0.1.
The following parameters can be used to solve this problem with aiNet: g = 40, n1 = 4, n2 = n3 = 10, α = 0.15, and β = 1.0. Note that α is the only parameter different from those used in the SPIR problem.
