在异质随机网络中中枢动态的平均场和波动
Zheng Bian1,2, Jeroen S W Lamb2,3,4, Tiago Pereira1,2
1Instituto de Ciências Matemáticas e de Computação, Universidade de São Paulo, 13566-590 São Carlos, Brazil.
概括
这项研究分析了具有权力法度分布的异质随机网络. 我们证明了枢纽行为的波动在长时间尺度上很小,解释了复杂系统中观察到的现象.
科学领域:
- 复杂的系统复杂的系统.
- 网络科学 网络科学
- 统计物理学的统计物理.
背景情况:
- 异质的随机网络表现出权力法度分布.
- 节点动态涉及随机合的随机动态系统.
- 在这样的网络中,枢纽行为受到平均场相互作用和波动的影响.
研究的目的:
- 在异质随机网络中描述枢纽行为.
- 分析统计控制波动对网络动态的影响.
- 为观察到的数值现象提供理论解释.
主要方法:
- 随机动态系统的数学分析.
- 控制波动的平均场近似值.
- 在波动统计中应用贝里-埃西恩估计.
主要成果:
- 枢纽行为波动在指数级长时间尺度上很小.
- 贝里-埃西恩的估计量化了固定时间的波动统计数据.
- 对缩放关系,脱同步和高斯波动行为的理论解释.
结论:
- 该研究为理解复杂网络中枢行为提供了严格的框架.
- 结果将理论预测与异质随机网络中的数值观测相协调.
- 这些发现有助于更广泛地了解大规模动态系统中新出现的现象.
相关概念视频
First Law: Particles in Two-dimensional Equilibrium
5.2K
Recall that a particle in equilibrium is one for which the external forces are balanced. Static equilibrium involves objects at rest, and dynamic equilibrium involves objects in motion without acceleration; but it is important to remember that these conditions are relative. For instance, an object may be at rest when viewed from one frame of reference, but that same object would appear to be in motion when viewed by someone moving at a constant velocity.
Newton's first law tells us about...
Newton's first law tells us about...
5.2K
First Law: Particles in One-dimensional Equilibrium
7.1K
Newton's first law of motion states that a body at rest remains at rest, or if in motion, remains in motion at constant velocity, unless acted on by a net external force. It also states that there must be a cause for any change in velocity (a change in either magnitude or direction) to occur. This cause is a net external force. For example, consider what happens to an object sliding along a rough horizontal surface. The object quickly grinds to a halt, due to the net force of friction. If...
7.1K
Entropy Change in Reversible Processes
2.7K
In the Carnot engine, which achieves the maximum efficiency between two reservoirs of fixed temperatures, the total change in entropy is zero. The observation can be generalized by considering any reversible cyclic process consisting of many Carnot cycles. Thus, it can be stated that the total entropy change of any ideal reversible cycle is zero.
The statement can be further generalized to prove that entropy is a state function. Take a cyclic process between any two points on a p-V diagram.
The statement can be further generalized to prove that entropy is a state function. Take a cyclic process between any two points on a p-V diagram.
2.7K
Dimensionless Groups in Fluid Mechanics
445
Dimensionless groups in fluid mechanics provide simplified ratios that help analyze fluid behavior without relying on specific units. The Reynolds number (Re), which represents the ratio of inertial to viscous forces, distinguishes between laminar and turbulent flows, making it essential in the design of pipelines and aerodynamic surfaces. The Froude number (Fr), the ratio of inertial to gravitational forces, is particularly useful in predicting wave formation and hydraulic jumps in...
445
Frictional Forces on Flat Belts
1.1K
Flat belts are commonly used in various industrial applications for transmitting power from one pulley to another. When a flat belt is wrapped around a set of pulleys, it experiences different tensions at the driving pulley ends due to the friction between the belt and pulley surface. When the pulley moves in a counterclockwise direction, the tension T2 on the opposite side of the pulley where the belt is moving away from is higher than the tension T1 on the side where the belt is moving...
1.1K
Electric Field of a Non Uniformly Charged Sphere
1.7K
Gauss's law states that the electric flux through any closed surface equals the net charge enclosed within the surface. This law is beneficial for determining the expressions for the electric field for a particular charge distribution if the electric flux is known.
Consider a non-uniformly charged sphere, for which the density of charge depends only on the distance from a point in space and not on the direction. Such a sphere has a spherically symmetrical charge distribution. Here, the electric...
Consider a non-uniformly charged sphere, for which the density of charge depends only on the distance from a point in space and not on the direction. Such a sphere has a spherically symmetrical charge distribution. Here, the electric...
1.7K


