Effect of local search on the performance of cellular multiobjective genetic algorithms for designing fuzzy rule-based classification systems
Tadahiko Murata, Hiroyuki Nozawa, Yashuhiro Tsujimura, Mitsuo Gen, Hisao Ishibuchi · 2003
We show how local search can be combined with cellular multiobjective genetic algorithms for designing fuzzy rule-based classification systems. For achieving a good balance between the genetic search and local search, a local search is applied to only non-dominated solutions in each generation. Simulation results show the effectiveness of our approach.