在混乱的地图中找到有效的动力来使罕见事件成为典型的
Ricardo Gutiérrez1, Adrián Canella-Ortiz2, Carlos Pérez-Espigares2,3
1Grupo Interdisciplinar de Sistemas Complejos (GISC), Departamento de Matemáticas, Universidad Carlos III de Madrid, 28911 Leganés, Madrid, Spain.
Physical review letters
|December 15, 2023
概括
研究人员开发了一种新方法,通过创建并联地图,在混乱地图中找到罕见的,非典型的轨迹. 这种方法有助于控制系统行为,并了解动态相位过渡.
科学领域:
- 复杂的系统复杂的系统.
- 非线性动力学是一种非线性动力学.
- 统计物理 统计物理
背景情况:
- 混乱地图表现出对初始条件的敏感依赖,使得罕见事件和非典型轨迹难以预测.
- 确定导致稳定性岛屿或混乱系统中不寻常行为的特定初始条件是一个重大挑战.
研究的目的:
- 提出一种新的框架,用于在混乱的地图中找到非典型的轨迹.
- 开发一种方法来识别有效的拓联地图,反映非典型的动态.
主要方法:
- 构建一个拓联地图,其典型轨迹与原始地图的非典型轨迹相对应.
- 应用通用的Doob转换,类似于马尔科夫链和量子系统中的随机动力学.
主要成果:
- 证明了框架在平衡固定点和周期轨道不稳定性的有效性.
- 通过有限时间的利亚普诺夫指数来描述动态相位过渡.
- 成功控制了动态可观测的罕见波动.
结论:
- 拟议的框架提供了一种方法来描述和控制混乱地图中的罕见波动.
- 这项工作将大偏差形式主义的应用扩展到混乱系统,与随机过程保持一致.
相关概念视频
Elastic Collisions: Case Study
14.1K
Elastic collision of a system demands conservation of both momentum and kinetic energy. To solve problems involving one-dimensional elastic collisions between two objects, the equations for conservation of momentum and conservation of internal kinetic energy can be used. For the two objects, the sum of momentum before the collision equals the total momentum after the collision. An elastic collision conserves internal kinetic energy, and so the sum of kinetic energies before the collision equals...
14.1K
Elastic Collisions: Introduction
12.9K
An elastic collision is one that conserves both internal kinetic energy and momentum. Internal kinetic energy is the sum of the kinetic energies of the objects in a system. Truly elastic collisions can only be achieved with subatomic particles, such as electrons striking nuclei. Macroscopic collisions can be very nearly, but not quite, elastic, as some kinetic energy is always converted into other forms of energy such as heat transfer due to friction and sound. An example of a nearly...
12.9K
Random Error
893
Random or indeterminate errors originate from various uncontrollable variables, such as variations in environmental conditions, instrument imperfections, or the inherent variability of the phenomena being measured. Usually, these errors cannot be predicted, estimated, or characterized because their direction and magnitude often vary in magnitude and direction even during consecutive measurements. As a result, they are difficult to eliminate. However, the aggregate effect of these errors can be...
893
Unusual Results
3.2K
Unusual results are those that have a very low chance of occurring. Unusual results can be identified using probabilities and the range rule of thumb. In problems involving probability, unusual results can be observed in 2 instances – an unusually high number of successes or an unusually low number of successes.
According to the range rule of thumb, any value above or below two standard deviations, 2σ from the mean, μ is considered unusual.
Maximum unusual value =...
According to the range rule of thumb, any value above or below two standard deviations, 2σ from the mean, μ is considered unusual.
Maximum unusual value =...
3.2K
Entropy Change in Reversible Processes
2.6K
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.
2.6K
Collisions in Multiple Dimensions: Introduction
5.4K
It is far more common for collisions to occur in two dimensions; that is, the initial velocity vectors are neither parallel nor antiparallel to each other. Let's see what complications arise from this. The first idea is that momentum is a vector. Like all vectors, it can be expressed as a sum of perpendicular components (usually, though not always, an x-component and a y-component, and a z-component if necessary). Thus, when the statement of conservation of momentum is written for a...
5.4K


