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Differential Evolution with an Evolution Path: A DEEP Evolutionary Algorithm [PDF]
IEEE Transactions on Cybernetics, 2015 Utilizing cumulative correlation information already existing in an evolutionary process, this paper proposes a predictive approach to the reproduction mechanism of new individuals for differential evolution (DE) algorithms. DE uses a distributed model (DM) to generate new individuals, which is relatively explorative, whilst evolution strategy (ES ...
Yuan-Long Li +5 more
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International 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
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Energies, 2022 This paper presents an energy-saving strategy that was applied to a parallel variable frequency pump system of a water circulation pumping station. Firstly, the mathematical model of shaft power consumption for the parallel pump system was established ...
Xuecong Qin +4 more
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Comparison Four Different Probability Sampling Methods based on Differential Evolution Algorithm
Journal of Advances in Information Technology, 2012 Differential Evolution (DE) is one kind of evolution algorithm, which based on difference of individuals. DE has exhibited good performance on optimization problem.
Qingbo Lu +3 more
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Inverse Kinematics of Robot Manipulator Based on BODE-CS Algorithm
Machines, 2023 Differential evolution is a popular algorithm for solving global optimization problems. When tested, it has reportedly outperformed both robotic problems and benchmarks. However, it may have issues with local optima or premature convergence.
Minghao Li, Xiao Luo, Lijun Qiao
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A novel differential evolution algorithm for a flange coupling using ANSYS simulations
Frontiers in Materials, 2022 A novel modified multi-objective differential evolution algorithm was proposed to minimize material mass and margin strength of a flange couplings optimization system.
Yaofeng Ji, Qingbo Lu
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Mathematical and Computational Applications, 2018 This research aimed to solve the economic crop planning problem, considering transportation logistics to maximize the profit from cultivated activities.
Udompong Ketsripongsa +3 more
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FREE SEARCH AND DIFFERENTIAL EVOLUTION TOWARDS DIMENSIONS NUMBER CHANGE [PDF]
, 2006 This paper presents an exploration of Free Search (FS) and modified Differential Evolution (DE) with enhanced adaptivity. The aim of the study is to identify how these methods can cope with changes of the number of variables of a hard design test ...
Penev, Kalin
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Advances in Multimedia, 2022 To improve the effect of English translation teaching, this paper combines the differential evolution algorithm to construct and simulate the interactive English translation teaching mode and analyzes the differential enumeration attack.
Chi Che
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A DIFFERENTIAL EVOLUTION ALGORITHM DEVELOPED FOR A NURSE SCHEDULING PROBLEM
South African Journal of Industrial Engineering, 2012 Nurse scheduling is a type of manpower allocation problem that tries to satisfy hospital managers objectives and nurses preferences as much as possible by generating fair shift schedules.
Shahnazari-Shahrezaei, P. +3 more
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