Adaptive differential search algorithm with multi-strategies for global optimization problems
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04538-6
Abstract: Differential search (DSA) is a recently proposed evolutionary algorithm mimicking the Brownian motion-like random movement existing in living beings. Though it has displayed promise for global optimization, the original DSA suffers from relatively poor search… read more here.
Keywords: algorithm; search; global optimization; adaptive differential ... See more keywords
Simulations of statistical domain switching model of PIC151 based on self-adaptive differential evolution algorithm
Sign Up to like & getrecommendations! Published in 2017 at "Computational Materials Science"
DOI: 10.1016/j.commatsci.2017.08.007
Abstract: Abstract The nonlinear properties of piezoceramic materials reflect their performance in actual application. Researches of nonlinear properties of piezoceramics are committed to improve piezoelectric properties and to predict the change of material performance. In this… read more here.
Keywords: evolution algorithm; self adaptive; model; domain ... See more keywords
Parameter estimation of photovoltaic models with memetic adaptive differential evolution
Sign Up to like & getrecommendations! Published in 2019 at "Solar Energy"
DOI: 10.1016/j.solener.2019.08.022
Abstract: Abstract Parameter estimation of photovoltaic (PV) models plays an important role in the simulation, evaluation, and control of PV systems. In the past decade, although many meta-heuristic methods have been devoted to parameter estimation of… read more here.
Keywords: differential evolution; parameter estimation; estimation photovoltaic; adaptive differential ... See more keywords
ADPFL: Adaptive Differential Privacy-Enhanced Federated Learning
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2025.3611410
Abstract: Federated learning (FL) provides a privacy-preserving solution as a paradigm of distributed learning by allowing clients to train models locally. However, traditional FL still faces privacy leakage risks during parameter uploading, and the existing differential… read more here.
Keywords: privacy budget; differential privacy; privacy; adaptive differential ... See more keywords
Digital Mobile Fronthaul Based on Adaptive Differential Pulse Code Modulation
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Lightwave Technology"
DOI: 10.1109/jlt.2024.3522462
Abstract: A novel signal quantization scheme based on adaptive differential pulse code modulation (ADPCM) is proposed and experimentally demonstrated. By adaptively adjusting the quantization step size using a small number of quantization bits (QBs), the spectral… read more here.
Keywords: code modulation; adaptive differential; differential pulse; based adaptive ... See more keywords
Placement Optimization for Multi-IRS-Aided Wireless Communications: An Adaptive Differential Evolution Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2022.3151074
Abstract: Using intelligent reflecting surfaces (IRSs) is a promising approach to enhance the performance of wireless communication systems. In this letter, the placement optimization of multi-IRSs is investigated in multi-IRS-aided wireless communication systems, with the aim… read more here.
Keywords: placement optimization; optimization multi; irs aided; aided wireless ... See more keywords
Optimal Tuning of PI Controllers for DFIG-Based Wind Energy System using Self-adaptive Differential Evolution Algorithm
Sign Up to like & getrecommendations! Published in 2019 at "International Journal on Electrical Engineering and Informatics"
DOI: 10.15676/ijeei.2019.11.2.9
Abstract: Abstract: The rapid infiltration of wind energy systems in the power system is causing huge power fluctuations due to varying wind speeds and fault occurrences. Here objective is to tune the Proportional Integral (PI) controller… read more here.
Keywords: wind energy; system; self adaptive; system using ... See more keywords
A Two-Stage Adaptive Differential Evolution Algorithm with Accompanying Populations
Sign Up to like & getrecommendations! Published in 2025 at "Mathematics"
DOI: 10.3390/math13030440
Abstract: Stochastic simulations are often used to determine the crossover rates and step size of evolutionary algorithms to avoid the tuning process, but they cannot fully utilize information from the evolutionary process. A two-stage adaptive differential… read more here.
Keywords: stage adaptive; adaptive differential; evolution algorithm; differential evolution ... See more keywords
Posture adjustment of workpiece based on stepwise matching by self-adaptive differential evolution algorithm
Sign Up to like & getrecommendations! Published in 2018 at "Mechanical Sciences"
DOI: 10.5194/ms-9-267-2018
Abstract: Abstract. The workpiece contour errors from previous process affect current and subsequent process. In order to improve the uniformity of workpiece allowance distribution, a stepwise workpiece matching adjustment method with contact inspection is developed. This… read more here.
Keywords: workpiece; adjustment; self adaptive; stepwise ... See more keywords