A fitness-based adaptive differential evolution algorithm

X Xia, L Gui, Y Zhang, X Xu, F Yu, H Wu, B Wei, G He… - Information …, 2021 - Elsevier
… The performance of differential evolution (DE) mainly depends on its breeding offspring
strategy (ie, trial vector generation strategies and associated control parameters). To take full …

An improved differential evolution algorithm with fitness-based adaptation of the control parameters

A Ghosh, S Das, A Chowdhury, R Giri - Information Sciences, 2011 - Elsevier
Differential Evolution (DE) is arguably one of the most powerful stochastic real-parameter
optimization algorithms of current interest. DE operates through the similar computational …

Performance analyses of differential evolution algorithm based on dynamic fitness landscape

K Li, Z Liang, S Yang, Z Chen, H Wang… - International Journal of …, 2019 - igi-global.com
… functions in differential evolution algorithm, the … performance differential evolution algorithm
and make conclusions. Those metrics have great value and more details as DE performance

[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
Differential evolution (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 …

Self-adaptive parameters in differential evolution based on fitness performance with a perturbation strategy

CY Cheng, SF Li, YC Lin - Soft Computing, 2019 - Springer
… in DE based on fitness performance and the perturbation strategy (… fitness performance,
we force the scaling factor to obey a cosine distribution. Furthermore, when the current fitness of …

Fitness based differential evolution

H Sharma, JC Bansal, KV Arya - Memetic Computing, 2012 - Springer
… ) scheme is used where DE stands for differential evolution, ‘rand’ specifies that the … differential
vectors and ‘bin’ notation is for binomial crossover. The popularity of Differential Evolution

Differential evolution algorithm with fitness and diversity ranking-based mutation operator

J Cheng, Z Pan, H Liang, Z Gao, J Gao - Swarm and Evolutionary …, 2021 - Elsevier
… Generally, the convergence performancedifferential evolution algorithm with both fitness
and diversity ranking-based mutation operator (FDDE). Different from methods that use fitness

A modified differential evolution algorithm with fitness sharing for power system planning

GY Yang, ZY Dong, KP Wong - IEEE Transactions on Power …, 2008 - ieeexplore.ieee.org
… optimization algorithms, differential evolution (DE) has been … for mutation process, differential
evolution exploits the differences of … the characterization of the performance of several DE …

An efficient differential evolution with fitness-based dynamic mutation strategy and control parameters

S Gupta, R Su - Knowledge-Based Systems, 2022 - Elsevier
… It is known that the performance of the differential evolution (DE) algorithm highly depends
on the mutation strategy and its control parameters. However, it is arduous to choose an …

Differential evolution with an individual-dependent mechanism

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 …