Sentence examples for benchmark functions from the from inspiring English sources

In this part, the performance of the proposed algorithm is verified by 18 benchmark functions from the IEEE CEC2006 [29].

The 24 training data samples were randomly generated by benchmark functions from the interval <10,400> for both network models.

Further, the proposed algorithm is tested on six standard benchmark problems and complex benchmark functions from the CEC 2013 where it demonstrated significant performance improvements than other existing methods.

Different combinations between the dimensionality property and the number of function evaluation setting were tested on: i) a set of benchmark functions from the CEC 2013 special session on real parameter optimization; and ii) 2 chemical engineering problems (optimal operation of an alkylation unit and heat exchanger network design).

Comparison with the recent and best-known versions of EP over 25 benchmark functions from the CEC Congresss on Evolutionary Computation) 2005 test-suite for real-parameter optimization and two other engineering optimization problems reflects the statistically validated superiority of the new scheme in terms of final accuracy, speed, and robustness.

Further, tests are carried out on the benchmark functions from CEC2005, the large dimensional problems of CEC2008 and some real world problems from CEC2011.

To show the benefits of UACOR's flexibility, we automatically configure two new ACO algorithms, UACOR-s and UACOR-c, and evaluate them on two sets of benchmark functions from a recent special issue of the Soft Computing SOCOO) journal and the IEEE 2005 Congress on Evolutionary Computation (CEC'05), respectively.

SRPSO algorithm has been evaluated using the 25 benchmark functions from CEC2005 and a real-world problem for a radar system design.

Finally, the proposed algorithm is compared with twelve typical algorithms by numerical experiments on 55 benchmark functions from both CEC2005 and CEC2014, and is applied to solve the Parameter Estimation for Frequency-Modulated Sound Waves. Frequency-Modulated Sound Waves

In this work, we have done extensive study to further investigate the performance of our proposed SGO algorithm on many simple benchmark functions as well as benchmark functions from CEC 2005 competitions.

(3) In comparison with AATM algorithm, ATMDE achieves better performance verified by the simulation results of eighteen benchmark test functions from the IEEE CEC2006.