Research Article

Extended Prey-Predator Algorithm with a Group Hunting Scenario

Table 3

Simulation results with maximum number of iterations as termination criterion based on 100 trials (NK stands for not known and NE for not estimated, i.e., if the number of local solutions is not known, then it is not possible to estimate TS).

Functional value Number of global solutions found Number of global solutions Number of local solutions G.S. T.S.

0.3078 0.8 18 742 82.11%94.33%
0.0009 1 ( 1 2 100%100%
0.0001 0.5 Infinite Infinite 98.25%98.25%
0.0043 0.5 1 NK 100%NE
0.0001 0.7 ( 32 0 71.4%71.4%
0.0020 0.1 1 NK 100%NE
0.0011 1 ( 1 NK 100%NE
0.0001 0.01 ( 0 67.64%67.64%