Simultaneous Local Adaptation for Different Local Properties

This paper proposes a method of adaptation for a problem holds local optima with different properties around them. We employed neighborhood based method into Adaptive DE:JADE with a mechanism of local adaptation simultaneously at different local optima. Experimental results revealed (i) local search is effective to multiple properties problem around different local optima, (ii) a mechanism of LJADE ables to locate and explore local optima adaptively, (iii) LJADE perform slower but more stabled exploration than JADE.