A Superior Solution Set Search Problem for Single-Objective Optimization and A Firefly Algorithm Based Optimization Method
Ryuta Oosumi, Wataru Kumagai, Kenichi Tamura, Keiichiro Yasuda · IEEJ Transactions on Electronics Information and Systems · 2016
This letter proposes a new formulation for single-objective optimization problems and a Firefly Algorithm (FA) based optimization method. The formulated problem requires a set of solutions that have not only almost the same evaluation value but also appropriate differences in decision variables. While the development of FA based method on the basis of the analysis of search mechanism of FA is carried out, the performance of the developed method is verified.