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Self-adaptive dual-strategy differential evolution algorithm. [PDF]

open access: yesPLoS ONE, 2019
Exploration and exploitation are contradictory in differential evolution (DE) algorithm. In order to balance the search behavior between exploitation and exploration better, a novel self-adaptive dual-strategy differential evolution algorithm (SaDSDE) is
Meijun Duan   +3 more
doaj   +5 more sources

Multiscale Cooperative Differential Evolution Algorithm. [PDF]

open access: yesComput Intell Neurosci, 2019
A multiscale cooperative differential evolution algorithm is proposed to solve the problems of narrow search range at the early stage and slow convergence at the later stage in the performance of the traditional differential evolution algorithms. Firstly, the population structure of multipopulation mechanism is adopted so that each subpopulation is ...
Du Y   +5 more
europepmc   +3 more sources

Multi-Order Batch Optimization of Warehouse Based on Cascaded Improved Differential Evolution Algorithm

open access: yesShanghai Jiaotong Daxue xuebao, 2021
In order to improve the flexibility and response efficiency of warehouse dispatching, a cascaded improved differential evolution algorithm is proposed to construct the allocation of goods with the picking trolley running time, shelf stability, and ...
CHEN Guangfeng, YU Lichao
doaj   +1 more source

Accurate parameters extraction of PEMFC model based on metaheuristics algorithms

open access: yesEnergy Reports, 2021
The electro-chemical proton exchange membrane fuel cell (PEMFC) is an inventing electrical generator from chemical reaction process as a green energy source.
Ahmed A. Zaki Diab   +4 more
doaj   +1 more source

Differential Evolution and Engineering Problems

open access: yesMendel, 2023
In this paper, the performance of the Differential Evolution algorithm is evaluated when solving real-world problems. A Set of 13 engineering optimisation problems was selected from the fields of mechanics and industry to illustrate the usability of the
Petr Bujok   +2 more
doaj   +1 more source

Hybrid Harmony Search Differential Evolution Algorithm

open access: yesIEEE Access, 2021
Differential evolution (DE) algorithm has some excellent attributes including strong exploration capability. However, it cannot balance the exploitation with exploration ability in the search process.
Liyun Fu   +4 more
doaj   +1 more source

An Adaptive Variational Mode Decomposition Technique with Differential Evolution Algorithm and Its Application Analysis

open access: yesShock and Vibration, 2021
Variational mode decomposition is an adaptive nonrecursive signal decomposition and time-frequency distribution estimation method. The improper selection of the decomposition number will cause under decomposition or over decomposition, and the improper ...
Yuanxin Wang
doaj   +1 more source

Dual-Population Adaptive Differential Evolution Algorithm L-NTADE

open access: yesMathematics, 2022
This study proposes a dual-population algorithmic scheme for differential evolution and specific mutation strategy. The first population contains the newest individuals, and is continuously updated, whereas the other keeps the top individuals throughout ...
Vladimir Stanovov   +2 more
doaj   +1 more source

Differential-Evolution Control Parameter Optimization for Unmanned Aerial Vehicle Path Planning. [PDF]

open access: yesPLoS ONE, 2016
The differential evolution algorithm has been widely applied on unmanned aerial vehicle (UAV) path planning. At present, four random tuning parameters exist for differential evolution algorithm, namely, population size, differential weight, crossover ...
Kai Yit Kok, Parvathy Rajendran
doaj   +1 more source

Inverse calculation of demolition robot based on gravitational search algorithm and differential evolution neural network

open access: yesInternational Journal of Advanced Robotic Systems, 2020
For the inverse calculation of laser-guided demolition robot, its global nonlinear mapping model from laser measuring point to joint cylinder stroke has been set up with an artificial neural network.
Jianzhong Huang   +3 more
doaj   +1 more source

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