Computational Intelligence

Evolving Fuzzy Rule Systems 363

The public member functions mutate_one(), mutate_one_RM(), and

mutate_one_RMT()provide ways to perform mutation over the population by

calling each individual’s mutation routine accordingly.

The public member function

crossover(const int& co_type, const

int& best_index)

performs a crossover operation on the population accord-

ing to the crossover rate. The best individual with index

best_index will not

undergo the crossover operation. The type of crossover operation is based on the

crossover operation type

co_type (one-point, two-point or uniform crossover).

The crossover operation is similar to that in the binary GA implementation ...