A differential evolution algorithm with self-adapting strategy and control parameters

QK Pan, PN Suganthan, L Wang, L Gao… - Computers & Operations …, 2011 - Elsevier
… This paper presents a Differential Evolution algorithm with self-adaptive trial vector
generation strategy and control parameters (SspDE) for global numerical optimization over …

[PDF][PDF] Parameter tuning versus adaptation: proof of principle study on differential evolution

MEH Pedersen, AJ Chipperfield - HL0803. Hvass Laboratories, 2008 - Citeseer
Differential Evolution (DE) are studied with the intent of determining if their schemes for adapting
… basic form of DE which keeps the control parameters fixed during optimization. To fairly …

Adaptive differential evolution with a new joint parameter adaptation method

M Leon, N Xiong - Soft Computing, 2020 - Springer
parameter adaptation by considering a complete set of pairs of F and CR values. Such
advantages for both parameter and mutation adaptation … adaptive Differential Evolution algorithms …

Gaussian adaptation based parameter adaptation for differential evolution

R Mallipeddi, G Wu, M Lee… - … on evolutionary …, 2014 - ieeexplore.ieee.org
… a parameter adaptation technique based on GaA to manage the dependencies between the
two parameters (… The proposed adaptation technique is used to improve the performance of …

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 steps …

Differential evolution with population and strategy parameter adaptation

V Gonuguntla, R Mallipeddi… - … Problems in Engineering, 2015 - Wiley Online Library
… In this paper, we propose a parameter adaptation technique based on Gaussian Adaptation
… ), to manage the dependencies between the two parameters (mutation scale factor, F, and …

Parameters adaptation in differential evolution

SM Elsayed, RA Sarker, T Ray - … Congress on Evolutionary …, 2012 - ieeexplore.ieee.org
… , not all the DE parameters were adapted in a single algorithm, and … parameter adaptation
method for the solution of constrained optimization problems. By virtue of adaptive parameter

Success-history based parameter adaptation for differential evolution

R Tanabe, A Fukunaga - 2013 IEEE congress on evolutionary …, 2013 - ieeexplore.ieee.org
… Since the search efficiency of DE depends significantly on its control parameterparameter
adaptation technique for DE which uses a historical memory of successful control parameter

Effect of strategy adaptation on differential evolution in presence and absence of parameter adaptation: an investigation

D Dawar, SA Ludwig - Journal of Artificial Intelligence and Soft …, 2018 - sciendo.com
… In this paper, we presented the plausibility of integrating a strategy adaptation mechanism
with a parameter adaptation mechanism. Given fixed control parameter settings, we first …

Adaptation in differential evolution: A numerical comparison

J Tvrdík - Applied Soft Computing, 2009 - Elsevier
… Paper considers adaptation of control parameters in differential evolution. Adaptation by
competitive setting is described and two novel variants of competitive differential evolution are …