Algorithmic Mechanism Design of Evolutionary Computation

Figure 1

Bonferroni-Dunn test of 10 algorithms and 14 benchmark functions with 5D, 10D, and 30D in significant levels of , , and ; each group takes the minimal rank algorithm as a control algorithm. DEbst, DEran, jDEbst, jDEran, bst, ran, bstCr, ranCr, muta, and mix present the short forms of algorithms in Table 3. We can observe that our proposed NE-based DE can significantly win in groups, the same as DE and jDE in some significant levels in groups, except 30D benchmark function with .