Enhancing differential evolution algorithm with repulsive behavior
Sign Up to like & getrecommendations! Published in 2020 at "Soft Computing"
DOI: 10.1007/s00500-019-04454-w
Abstract: In the real world, differential evolution (DE) algorithm can effectively solve optimization problems in engineering; thus, DE has been applied in various fields. However, in complex multimodal problems, DE may encounter stagnation during iterations. Thus,… read more here.
Keywords: algorithm repulsive; evolution algorithm; repulsive behavior; rbde ... See more keywords
Evaluating agro-meteorological disaster of China based on differential evolution algorithm and VIKOR
Sign Up to like & getrecommendations! Published in 2018 at "Natural Hazards"
DOI: 10.1007/s11069-018-3412-y
Abstract: Agriculture is not only concerned with the daily life of the local residents, but also plays a significant role in the sustainable development of China and even the stability of the world grain market. The… read more here.
Keywords: evolution algorithm; disaster china; agro meteorological; meteorological disaster ... See more keywords
Sequential Fault Diagnosis Using an Inertial Velocity Differential Evolution Algorithm
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Automation and Computing"
DOI: 10.1007/s11633-016-1008-0
Abstract: The optimal test sequence design for fault diagnosis is a challenging NP-complete problem. An improved differential evolution (DE) algorithm with additional inertial velocity term called inertial velocity differential evolution (IVDE) is proposed to solve the… read more here.
Keywords: evolution algorithm; test; inertial velocity; differential evolution ... See more keywords
Applying extended intrinsic mean spin tensor in evolution algorithm for RANS modelling of turbulent rotating channel flow
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Hydrodynamics"
DOI: 10.1007/s42241-019-0093-2
Abstract: We present a machine learning based method for RANS modeling in the rotating frame of reference (RFR). The extended intrinsic mean spin tensor (EIMST) is adopted in a novel expansion of the evolution algorithm, named… read more here.
Keywords: evolution algorithm; spin tensor; extended intrinsic; rotating channel ... See more keywords
Vibration-based damage detection of planar and space trusses using differential evolution algorithm
Sign Up to like & getrecommendations! Published in 2019 at "Applied Acoustics"
DOI: 10.1016/j.apacoust.2018.08.032
Abstract: Abstract In this study, an efficient damage detection technique using the differential evolution (DE) algorithm and vibration data is proposed to properly detect the locations and extents of multiple damages of truss structures. The general… read more here.
Keywords: differential evolution; vibration; damage detection; evolution algorithm ... 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
A state-of-the-art differential evolution algorithm for parameter estimation of solar photovoltaic models
Sign Up to like & getrecommendations! Published in 2021 at "Energy Conversion and Management"
DOI: 10.1016/j.enconman.2020.113784
Abstract: Abstract Photovoltaic (PV) generation systems are vital to the utilization of the sustainable and pollution-free solar energy. However, the parameter estimation of PV systems remains very challenging due to its inherent nonlinear, multi-variable, and multi-modal… read more here.
Keywords: parameter estimation; evolution algorithm; state art; differential evolution ... See more keywords
Optimized energy consumption model for smart home using improved differential evolution algorithm
Sign Up to like & getrecommendations! Published in 2019 at "Energy"
DOI: 10.1016/j.energy.2019.01.137
Abstract: This paper proposes an improved enhanced differential evolution algorithm for implementing demand response between aggregator and consumer. The proposed algorithm utilizes a secondary population archive, which contains unfit solutions that are discarded by the primary… read more here.
Keywords: evolution algorithm; smart home; algorithm; energy ... See more keywords
Resolving the piezoelectric properties through differential evolution algorithm via piezoresponse force microscopy
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Mechanical Sciences"
DOI: 10.1016/j.ijmecsci.2020.106034
Abstract: Abstract Piezoresponse force microscopy (PFM) has rapidly become an important tool for characterizing electromechanical properties in piezoelectric materials at the nanoscale. However, there remains a challenge on the accurate quantitative determination of the piezoelectric coefficients… read more here.
Keywords: evolution algorithm; microscopy; force microscopy; piezoelectric properties ... See more keywords
A novel method of global optimisation for wavefront shaping based on the differential evolution algorithm
Sign Up to like & getrecommendations! Published in 2021 at "Optics Communications"
DOI: 10.1016/j.optcom.2020.126541
Abstract: Abstract This paper proposes a novel wavefront-shaping-based focusing method, by introducing the differential evolution algorithm (DEA), thereby realising a faster convergence rate and improved enhancement compared to rival algorithms. Via simulations, we show that our… read more here.
Keywords: evolution algorithm; shaping based; method; optimisation ... See more keywords
An improved differential evolution algorithm for learning high-fidelity quantum controls
Sign Up to like & getrecommendations! Published in 2019 at "Science Bulletin"
DOI: 10.1016/j.scib.2019.07.013
Abstract: Abstract Precisely and efficiently designing control pulses for the preparation of quantum states and quantum gates are the fundamental tasks for quantum computation. Gradient-based optimal control methods are the routine to design such pulses. However,… read more here.
Keywords: evolution algorithm; algorithm learning; improved differential; differential evolution ... See more keywords