使用汉密尔顿电路算法在班加罗尔城市交通中搜索最佳路线
1Department of Mathematics, School of Advanced Sciences, Vellore Institute of Technology, Vellore, 632 014, Tamil Nadu, India.
Heliyon
|March 3, 2025
概括
通过将公共交通路线重新配置为优化的循环路径,减少了班加罗尔的交通拥堵. 这种智能代理模型使用汉密尔顿电路和回溯算法来改善交通流量并缓解城市堵塞.
科学领域:
- 运输工程 运输工程
- 城市规划 城市规划
- 计算机科学 计算机科学
背景情况:
- 交通拥堵是一个重大的全球问题,特别是在印度的孟加拉等大城市.
- 大量的私人车辆和有限的道路容量加剧了城市交通问题,导致道路和.
- 目前在班加罗尔的公共交通路线往往效率低下,导致拥堵.
研究的目的:
- 开发和分析一个智能代理模型,以优化班加罗尔的公共交通路线.
- 应用交通工程原理,特别是汉密尔顿电路算法,来重新设计交通路线.
- 通过路线优化,减少交通负载,缓解主要城市地区的拥堵.
主要方法:
- 一个智能代理模型被开发来执行公共交通路线工程.
- 汉密尔顿电路算法被用来分析和确定最佳路线.
- 使用回溯算法,将单路线重新配置为循环路线.
主要成果:
- 模拟表明,重新配置的循环路线显著减少了公共交通运输的交通负载.
- 使用回溯算法的优化导致拥堵的显著减少.
- 在班加罗尔的关键地区观察到整体交通流量的改善.
结论:
- 将公共交通路线重新配置为优化的循环路径是缓解交通拥堵的有效策略.
- 像汉密尔顿电路和回溯等智能代理模型和算法可以提高城市交通效率.
- 该研究提供了一种可行的解决方案,用于改善印度拥堵城市的交通状况.
相关概念视频
Social Traps
22.3K
Social traps are negative situations where people get caught in a direction or relationship that later proves to be unpleasant, with no easy way to back out of or avoid. The concept was orignally introduced by John Platt who applied psychology to Garrett Hardin's "Tragedy of the Commons", where in New England herd owners could let their cattle graze in the common ground. This situation seems like a good idea, but an individual could have an advantage. If they owned...
22.3K
The Power Flow Problem and Solution
152
Power flow problem analysis is fundamental for determining real and reactive power flows in network components, such as transmission lines, transformers, and loads. The power system's single-line diagram provides data on the bus, transmission line, and transformer. Each bus k in the system is characterized by four key variables: voltage magnitude Vk, phase angle δk, real power Pk, and reactive power Qk. Two of these four variables are inputs, while the...
152
Fast Decoupled and DC Powerflow
152
The fast decoupled power flow method addresses contingencies in power system operations, such as generator outages or transmission line failures. This method provides quick power flow solutions, essential for real-time system adjustments. Fast decoupled power flow algorithms simplify the Jacobian matrix by neglecting certain elements, leading to two sets of decoupled equations:
152
Ampere-Maxwell's Law: Problem-Solving
509
A parallel-plate capacitor with capacitance C, whose plates have area A and separation distance d, is connected to a resistor R and a battery of voltage V. The current starts to flow at t = 0. What is the displacement current between the capacitor plates at time t? From the properties of the capacitor, what is the corresponding real current?
To solve the problem, we can use the equations from the analysis of an RC circuit and Maxwell's version of Ampère's law.
For the first part of...
To solve the problem, we can use the equations from the analysis of an RC circuit and Maxwell's version of Ampère's law.
For the first part of...
509
Bus Impedance Matrix
98
Calculating subtransient fault currents for three-phase faults in an N-bus power system involves using the positive-sequence network. When a three-phase short circuit occurs at a specific bus, the analysis uses the superposition method to evaluate two separate circuits.
In the first circuit, all machine voltage sources are short-circuited, leaving only the prefault voltage source at the fault location. The positive-sequence bus impedance matrix can be determined by solving the nodal equations,...
In the first circuit, all machine voltage sources are short-circuited, leaving only the prefault voltage source at the fault location. The positive-sequence bus impedance matrix can be determined by solving the nodal equations,...
98
Introduction to Horizontal Curves
55
Horizontal curves are essential in highway and railroad design, ensuring smooth and safe transitions between straight path segments, or tangents. These curves allow vehicles to maintain speed without abrupt changes, minimizing accidents and improving travel efficiency.A horizontal curve is typically defined by its geometric relationship to two tangents that meet at an intersection point (P.I.), where a simple curve is introduced to connect them. The back tangent refers to the initial tangent...
55


