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基于量子万有引力搜索的SVM自驾故障诊断 被引量:9
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作者 李海涛 何玉珠 宋平 《北京航空航天大学学报》 EI CAS CSCD 北大核心 2016年第6期1093-1098,共6页
针对自动驾驶仪在实际测试过程中故障样本较少的情况,提出一种基于量子万有引力搜索算法(QGSA)的支持向量机(SVM)故障诊断模型。SVM能较好地解决小样本、非线性问题,适用于自动驾驶仪的故障诊断。为进一步提高万有引力搜索算法(GSA)对... 针对自动驾驶仪在实际测试过程中故障样本较少的情况,提出一种基于量子万有引力搜索算法(QGSA)的支持向量机(SVM)故障诊断模型。SVM能较好地解决小样本、非线性问题,适用于自动驾驶仪的故障诊断。为进一步提高万有引力搜索算法(GSA)对参数寻优的收敛速度和收敛精度,将基于GSA的QGSA应用于SVM的参数寻优中,以解决SVM由于参数选取不当导致过学习或欠学习的问题,从而获得最优的分类模型。通过模拟实验分析,当训练样本数量为50时,基于QGSA的SVM故障诊断模型分类准确率便能达到96.530 6%,而基于遗传算法(GA)的SVM故障诊断模型分类准确率为92.040 8%,基于GSA的SVM故障诊断模型分类准确率为91.6327%。仿真实验结果表明,基于QGSA的SVM故障诊断模型具有更好的故障诊断能力。 展开更多
关键词 自动驾驶仪 量子万有引力搜索算法(QGSA) 支持向量机(SVM) 故障诊断 参数寻优
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Noncommutative Geometry and Classical Orbits of Particles in a Central Force Potential 被引量:2
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作者 B.Mirza M.Dehghani 《Communications in Theoretical Physics》 SCIE CAS CSCD 2004年第2X期183-184,共2页
We investigate the effect of the noncommutative geometry on the classical orbits of particles in a central force potential The relation is implemented through the modified commutation relations [xi,xj] = iθij. Compar... We investigate the effect of the noncommutative geometry on the classical orbits of particles in a central force potential The relation is implemented through the modified commutation relations [xi,xj] = iθij. Comparison with observations places severe constraints on the value of the noncommutativity parameter. 展开更多
关键词 非交换几何学 行星轨道 量子万有引力 行星物理学 莱布尼兹规则 哈密顿算符
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Gravitational Gauge Interactions of Scalar Field
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作者 WUNing 《Communications in Theoretical Physics》 SCIE CAS CSCD 2003年第4X期429-434,共6页
Quantum gauge theory of gravity is formulated based on gauge principle. Because the Lagrangian has strict local gravitational gauge symmetry, gravitational gauge theory is a perturbatively renormalizable quantum theo... Quantum gauge theory of gravity is formulated based on gauge principle. Because the Lagrangian has strict local gravitational gauge symmetry, gravitational gauge theory is a perturbatively renormalizable quantum theory. Gravitational gauge interactions of scalar field are studied in this paper. In quantum gauge theory of gravity, scalar field minimal couples to gravitational field through gravitational gauge covariant derivative. Comparing the Lagrangian for scalar field in quantum gauge theory of gravity with the corresponding Lagrangian in quantum fields in curved space-time, the definition for metric in curved space-time in geometry picture of gravity can be obtained, which is expressed by gravitational gauge field. In classical level, the Lagrangian and Hamiltonian approaches are also discussed. 展开更多
关键词 量子万有引力 规范引力 哈密顿趋近 拉格朗日趋近 广义相对论 标量场
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The Gravitational Force Quantum and its Value 被引量:2
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作者 Tomas Kala 《Journal of Physical Science and Application》 2015年第4期288-290,共3页
Gravitation is one of the basic phenomena of the world. Tremendous number of theoretical works on origin, nature, essentials, consequences, etc. of the gravitation and related phenomena were published so far. The most... Gravitation is one of the basic phenomena of the world. Tremendous number of theoretical works on origin, nature, essentials, consequences, etc. of the gravitation and related phenomena were published so far. The most prominent ones are based on the Albert Einstein's general theory of relativity. The author of this communication based his approach to the gravitation on Isaac Newton's law of the universal gravitation and related quantities, i.e. gravitational forces of matter objects, distance and motion. Namely on the fact, that the gravitation force is - as well as the inertia, mass, space "occupied" and other properties are - principal features/attributes/properties of matter objects. Gravitation is an additive property of matter objects. Taking into account other positivistic quantities like mass of the Earth, standard acceleration of gravity, and the value of the atomic unit of mass, the author defined a gravitational force of atomic unit (or "the Gravitational Force Quantum") as a gravitational force which exerts one atomic unit of Earth's mass on 1 kilogram of a mass on Earth's surface, and he calculated its value: GFO = 1.4958 × 10^-54 N. This quantity can be useful for further development of the "quantum mechanical" approach to the description and general notion about the world. 展开更多
关键词 GRAVITATION gravitational force of atomic unit gravitational force quantum.
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