The running time (''T2'') and the zscore for algorithm complexity of baselines in Noisy Synthetic easy testsuite.
| Baselines | DE_DDQN_Agent | DEDQN_Agent | RL_HPSDE_Agent | LDE_Agent | QLPSO_Agent | RLEPSO_Agent | RL_PSO_Agent | L2L_Agent | DEAP_DE | JDE21 | MadDE | NL_SHADE_LBC | DEAP_PSO | GL_PSO | sDMS_PSO | SAHLPSO | DEAP_CMAES | Random_search | BayesianOptimizer |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T2(ms) | 27874.28 | 230.85 | 586.74 | 330.27 | 4441.9 | 354.01 | 13370 | 4846 | 883.84 | 163.92 | 401.45 | 203.59 | 2020.77 | 55.08 | 64.84 | 4506 | 333.73 | 17.48 | 14068104 |
| zscore | 0.610058061 | 0.926223964 | 0.851695011 | 0.897197198 | 0.726498874 | 0.891765496 | 0.652985983 | 0.721564758 | 0.842047125 | 0.958805775 | 0.882661408 | 0.936971387 | 0.809259131 | 1.065653261 | 1.04703335 | 0.725435562 | 0.954023278 | 1.225540539 | 0.354233027 |