Success-history based parameter adaptation for differential evolution

R Tanabe, A Fukunaga - 2013 IEEE congress on evolutionary …, 2013 - ieeexplore.ieee.org
Success-History based Adaptive DE (SHADE), an improved version of JADE which uses a
different parameter adaptation mechanism based on a historical record of successfulhistory

Distance based parameter adaptation for success-history based differential evolution

A Viktorin, R Senkerik, M Pluhacek, T Kadavy… - Swarm and Evolutionary …, 2019 - Elsevier
… This paper proposes a simple, yet effective, modification to scaling factor and crossover rate
adaptation in Success-History based Adaptive Differential Evolution (SHADE), which can be …

Using spatial neighborhoods for parameter adaptation: An improved success history based differential evolution

A Ghosh, S Das, AK Das, R Senkerik, A Viktorin… - Swarm and Evolutionary …, 2022 - Elsevier
Differential Evolution (DE) has been widely appraised as a simple yet robust … Success-History
based adaptive DE (SHADE) algorithm. SHADE uses a historical archive of the successful

[图书][B] Differential evolution

V Feoktistov - 2006 - Springer
1 Differential Evolution Page 1 1 Differential Evolution In this chapter I explain what differential
evolution is. We speak about its history and development as well as the purposes it serves…

Adaptive constraint handling and success history differential evolution for CEC 2017 constrained real-parameter optimization

A Zamuda - 2017 IEEE congress on evolutionary computation …, 2017 - ieeexplore.ieee.org
… Awad, MZ Ali, and RG Reynolds, “A differential evolution algorithm with success-based
parameter adaptation for cec2015 learningbased optimization,” in Evolutionary Computation (…

Success history-based adaptive differential evolution using turning-based mutation

X Sun, L Jiang, Y Shen, H Kang, Q Chen - Mathematics, 2020 - mdpi.com
… (Success-History based Adaptive Differential Evolution) in high dimensional search space.
The proposed method is tested on the Single Objective Bound Constrained Numerical …

Parameters identification of photovoltaic models using a multi-strategy success-history-based adaptive differential evolution

Q Hao, Z Zhou, Z Wei, G Chen - IEEE Access, 2020 - ieeexplore.ieee.org
success-history based adaptive differential evolution with linear population size reduction
(MLSHADE), is proposed. MLSHADE mainly divides evolutionary … for differential evolution

Revisiting success-histories for adaptive differential evolution

T Kitamura, A Fukunaga - 2020 IEEE Congress on evolutionary …, 2020 - ieeexplore.ieee.org
success history mechanism has remained poorly understood. We revisit use of the success
history … the standard approach to sampling from the success history in SHADE may not be as …

Success history applied to expert system for underwater glider path planning using differential evolution

A Zamuda, JDH Sosa - Expert Systems with Applications, 2019 - Elsevier
… This paper presents an application of a recently well performing evolutionary algorithm for
continuous numerical optimization, Success-History Based Adaptive Differential Evolution

Parameter extraction of solar photovoltaic module by using a novel hybrid marine predators–success history based adaptive differential evolution algorithm

JNL Naraharisetti, R Devarapalli… - Energy Sources, Part A …, 2020 - Taylor & Francis
… Citation2018), a hybrid differential evolution with whale … Citation2018), an adaptive differential
evolution algorithm is … and Success History based Adaptive Differential Evolution algorithm …