Differential evolution with Gaussian mutation and dynamic parameter adjustment

G Sun, Y Lan, R Zhao - Soft Computing, 2019 - Springer
Differential evolution (DE) is a remarkable evolutionary algorithm for global optimization …
influenced by its mutation operator and control parameters (scaling factor and crossover rate). In …

Differential evolution with individual-dependent and dynamic parameter adjustment

G Sun, J Peng, R Zhao - Soft Computing, 2018 - Springer
… Furthermore, periodic or fluctuant parameter adjustment … rule and fluctuant control parameter
to generate the values of … mutation operator and parameter adjustment strategies, which is …

[PDF][PDF] Adapting differential evolution algorithms for continuous optimization via greedy adjustment of control parameters

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

An adaptive regeneration framework based on search space adjustment for differential evolution

G Sun, C Li, L Deng - Neural Computing and Applications, 2021 - Springer
… To overcome this problem, many researchers have proposed various parameter adjustment
schemes, which can be categorized into deterministic, adaptive and self-adaptive [30]. …

A sinusoidal differential evolution algorithm for numerical optimisation

A Draa, S Bouzoubia, I Boukhalfa - Applied Soft Computing, 2015 - Elsevier
… of the Differential Evolution (DE) algorithm called Sinusoidal Differential Evolution (SinDE).
The … a novel automatically parameter adjusting version of differential evolution: the Sinusoidal …

An improved differential evolution algorithm and its application in optimization problem

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 …

An adaptive differential evolution with combined strategy for global numerical optimization

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
adjustment parameter FP, we actually obtain the results of all the test functions with different …

[HTML][HTML] Differential evolution: A recent review based on state-of-the-art works

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 …

Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems

J Brest, S Greiner, B Boskovic… - … on evolutionary …, 2006 - ieeexplore.ieee.org
… trol parameter settings associated with differential evolution (DE). … It has only a few control
parameters, which are kept fixed … parameters that will be adjusted by means of evolution are …

Adaptive population tuning scheme for differential evolution

W Zhu, Y Tang, J Fang, W Zhang - Information Sciences, 2013 - Elsevier
… Recently, various offspring generation strategies and parameter adaptation mechanisms …
APTS) for differential evolution in which the population size can be adjusted dynamically based …