Sentence examples for benchmark functions and the from inspiring English sources

Results are obtained from standard optimization benchmark functions and the traveling salesman problem (TSP).

Clustered-GSA is evaluated on two sets of standard benchmark functions and the results are compared with several heuristic algorithms and a deterministic optimization algorithm.

Due to the validation of the suggested method, it has been applied to CEC2005 benchmark functions and the simulation results are compared with different existing algorithms.

The performance of the proposed AGSA is evaluated over 23 benchmark functions and the results are compared with the standard GSA and Clustered-GSA algorithms.

The algorithm is tested against a suite of well-known benchmark functions and the results are compared to GA and the two types of MAs.

The method is tested with several multimodal benchmark functions and the results show it usually converges to the global minima faster than other evolutionary methods such as Genetic Algorithm (GA) and Artificial Bee Colony (ABC).

This table includes the known "optimal" solution for each benchmark function and the "best", "median", "mean", "worst", and "standard deviation" of each test function solved by the ATMDE algorithm.

The proposed algorithm has been successfully applied to benchmark functions and to the multi-objective optimal integration of DG into an IEEE 33-bus system.

Four exact methods were selected for solving the 10 benchmark functions and carrying out the comparison.

The hybrid algorithm is verified with six standard benchmark functions and implemented to the nulling pattern synthesis of a uniform linear array (ULA) and non-linear circular array (NUCA) antenna having a minimum side lobe level (SLL), and beam width to minimize the interference effect by optimizing the parameters of array elements.

The experimental results on the benchmark functions and ELD problems demonstrate that the proposed MSODPSO-G and MSODPSO-L can offer high-quality solutions.