Sentence examples for benchmark functions shows that from inspiring English sources

The study on the performance for typical benchmark functions shows that the DNA-GA outperforms the other two methods in both convergence speed and accuracy.

Experiments for numerical optimization of 4 benchmark functions show that the RIO operator bears better functioning than IO operator.

The relatively extensive experimental results on some benchmark functions show that MOPSO/GMR performs better than those specialized MOEAs.

The results on these benchmark functions show that the MS-GSA has achieved significantly better performance than other algorithms.

The statistical results on the benchmark functions show that this algorithm is able to provide very promising and competitive results.

Results of experiments tested on multiple benchmark functions show that the proposed method is effective and has good performance.

The experimental results on 22 benchmark functions show that the DFS framework can speed up convergence rate in most cases.

The simulation results using 23 benchmark functions show that the proposed SA-MFO isuperioror compared with the original version MFO and other recently meta-heuristic algorithms, namely GWO, ALO, PSO, and MVO.

Experiment results based on a group of 29 benchmark functions show that IAFOA has the best performance among several intelligent algorithms, which include five variants of FOA and five advanced intelligent optimization algorithms.

Numerical experiments on 23 bound-constrained benchmark functions show that the proposed DELU is significantly better than, or at least comparable to several state-of-the art DE variants, non-DE algorithms, and surrogate-assisted evolutionary algorithms.

Results obtained from these benchmark functions show that LLUDE is significantly better than or at least comparable to the state-of-the-art DE variants and non-DE algorithms.