… Furthermore, periodic or fluctuant parameteradjustment … rule and fluctuant control parameter to generate the values of … mutation operator and parameteradjustment strategies, which is …
M Leon, N Xiong - Journal of artificial intelligence and soft computing …, 2016 - sciendo.com
… influenced by its control parameters such as scaling factor … adjustment of the control parameters during the running of DE. The basic idea is to perform greedy search for better parameter …
G Sun, C Li, L Deng - Neural Computing and Applications, 2021 - Springer
… To overcome this problem, many researchers have proposed various parameteradjustment schemes, which can be categorized into deterministic, adaptive and self-adaptive [30]. …
A Draa, S Bouzoubia, I Boukhalfa - Applied Soft Computing, 2015 - Elsevier
… of the DifferentialEvolution (DE) algorithm called Sinusoidal DifferentialEvolution (SinDE). The … a novel automatically parameteradjusting version of differentialevolution: the Sinusoidal …
W Deng, S Shang, X Cai, H Zhao, Y Song, J Xu - Soft Computing, 2021 - Springer
… In addition, there is not only the adaptive adjustment of parameters, but also new … sets a parameter matrix during the evolution process to improve the success rate of evolution, and …
G Sun, B Yang, Z Yang, G Xu - Soft Computing, 2020 - Springer
… In order to observe the influence degree caused by different values of periodic adjustmentparameter FP, we actually obtain the results of all the test functions with different …
MF Ahmad, NAM Isa, WH Lim, KM Ang - Alexandria Engineering Journal, 2022 - Elsevier
… Population size can be adaptively adjusted to increase the probability of locating global optimum. Effect of control parameters were not carefully studied. High tendency of status monitor …
J Brest, S Greiner, B Boskovic… - … on evolutionary …, 2006 - ieeexplore.ieee.org
… trol parameter settings associated with differentialevolution (DE). … It has only a few control parameters, which are kept fixed … parameters that will be adjusted by means of evolution are …
W Zhu, Y Tang, J Fang, W Zhang - Information Sciences, 2013 - Elsevier
… Recently, various offspring generation strategies and parameter adaptation mechanisms … APTS) for differentialevolution in which the population size can be adjusted dynamically based …