… DifferentialEvolution (DE) is arguably one of the most powerful stochastic real-parameter optimization algorithms of current interest. DE operates through the similar computational …
K Li, Z Liang, S Yang, Z Chen, H Wang… - International Journal of …, 2019 - igi-global.com
… functions in differentialevolution algorithm, the … performancedifferentialevolution algorithm and make conclusions. Those metrics have great value and more details as DE performance…
MF Ahmad, NAM Isa, WH Lim, KM Ang - Alexandria Engineering Journal, 2022 - Elsevier
… Differentialevolution (DE) is a popular evolutionary algorithm inspired by Darwin’s theory of evolution … are also evaluated by measuring the performance gains achieved in terms of …
CY Cheng, SF Li, YC Lin - Soft Computing, 2019 - Springer
… in DE based on fitnessperformance and the perturbation strategy (… fitnessperformance, we force the scaling factor to obey a cosine distribution. Furthermore, when the current fitness of …
… ) scheme is used where DE stands for differentialevolution, ‘rand’ specifies that the … differential vectors and ‘bin’ notation is for binomial crossover. The popularity of DifferentialEvolution …
J Cheng, Z Pan, H Liang, Z Gao, J Gao - Swarm and Evolutionary …, 2021 - Elsevier
… Generally, the convergence performance … differentialevolution algorithm with both fitness and diversity ranking-based mutation operator (FDDE). Different from methods that use fitness …
GY Yang, ZY Dong, KP Wong - IEEE Transactions on Power …, 2008 - ieeexplore.ieee.org
… optimization algorithms, differentialevolution (DE) has been … for mutation process, differential evolution exploits the differences of … the characterization of the performance of several DE …
S Gupta, R Su - Knowledge-Based Systems, 2022 - Elsevier
… It is known that the performance of the differentialevolution (DE) algorithm highly depends on the mutation strategy and its control parameters. However, it is arduous to choose an …
L Tang, Y Dong, J Liu - IEEE Transactions on Evolutionary …, 2014 - ieeexplore.ieee.org
… As a continuation of this research, we are investigating the discrete version of differential evolution based on the individual-dependent scheme. We are also identifying opportunities to …