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基于超球面扰动的指导粒子群算法
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作者 茅继晨 杨闰 《物联网技术》 2018年第8期42-44,共3页
粒子群算法(PSO)借助其原理简单、易于实现的特点,已被应用在诸多领域。为了改进基本PSO算法收敛精度低,易陷入局部最优的缺点,提出了一种改进的PSO算法。在种群迭代更新中,引入精英指导策略加快粒子的收敛速度;引入超球面扰动策略,加... 粒子群算法(PSO)借助其原理简单、易于实现的特点,已被应用在诸多领域。为了改进基本PSO算法收敛精度低,易陷入局部最优的缺点,提出了一种改进的PSO算法。在种群迭代更新中,引入精英指导策略加快粒子的收敛速度;引入超球面扰动策略,加强种群摆脱局部最优的能力。通过高维多峰测试函数进行测试比较,验证了该算法的优越性和有效性。 展开更多
关键词 粒子群算法 多种群初始化策略 指导策略 超球面扰动
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Spherical Kadomtsev-Petviashvili Solitons in a Suprathermal Complex Plasma
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作者 Mehran Shahmansouri Jafar Borhanian 《Communications in Theoretical Physics》 SCIE CAS CSCD 2013年第8期227-232,共6页
The nonlinear aspects of nonplanar dust acoustic (DA) solitary waves are investigated in an unmagnetized complex plasma comprising of cold dust grains,kappa-distributed ions as well as electrons.The nonplanar DA solit... The nonlinear aspects of nonplanar dust acoustic (DA) solitary waves are investigated in an unmagnetized complex plasma comprising of cold dust grains,kappa-distributed ions as well as electrons.The nonplanar DA solitons are studied based on the reductive perturbation technique.It is shown that the evolution of DA solitons is governed by a spherical Kadomtsev-Petviashvili (sKP) equation and then the impact of suprathermality on the spatial structure as well as the nature of DA soliton is studied.It seems that the properties of DA solitons in nonplanar geometry are quite different from that of the planar solitons. 展开更多
关键词 dust-acoustic solitons superthermal ion/electron nonplanar waves
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