Apply MOGA clustering on the given data set to obtain a set S = {s1, s2, ..., s N }, N≤ P, (P is the population size) of non-dominated solution strings consisting of cluster centers. 2. Using Eq. (2), compute the fuzzy membership matrix U(i)for each of the non-dominated...
of several tens of solar cells connected in series, to make the research results be more widely applicable, we consider a more general situation where dozens of solar cells connect in series forming a solar cell string; then several solar cell strings connect in parallel, forming a PV module....
In early GAs, 0, 1 binary digits are usually used, and it has been shown that more natural representations can obtain a more efficient and better optimal solution. However, with the increase of the length of the 0, 1 strings, more CPU computing time is needed, which causes the genetic ...
After the selection of two individuals (parents), the crossover probability decides whether a crossover of both strings is performed. Individual bits of a string can be changed by mutation. The evaluation determines whether the newly created individuals replaced previous individuals in the population....