消耗能源的随机步行者的效率:能源的变化有助于提高效率
Mohsen Ghasemi Nezhadhaghighi1, Abolfazl Ramezanpour2
1Shiraz University, Department of Physics, Collage of Science, Shiraz 71454, Iran.
Physical review. E
|February 20, 2025
概括
代理能源预算的变化提高了勘探效率,减少了旅行时间的不确定性. 统一的能源分配可以改善每个能源单位的现场参观,特别是在强烈的相互作用下.
科学领域:
- 复杂的系统复杂的系统.
- 基于代理的建模模型
- 网络科学 网络科学
背景情况:
- 代理人的行为受到能量约束的影响,影响集体运动模式.
- 了解能源动态对于模拟城市移动等现实世界系统至关重要.
研究的目的:
- 研究初始能量分布如何影响代理的运动效率和旅行时间的可预测性.
- 分析相互作用和探索策略在能量驱动的代理运动中的作用.
主要方法:
- 在有限的能源预算的图表上模拟了相互作用剂的群体.
- 根据当前的能源水平实施了勘探和返回战略.
- 分析了效率 (每单位能源访问的地点) 和产量 (旅行时间的不确定性).
主要成果:
- 与统一的能量相比,统一的初始能量分配产生了更高的效率.
- 能源预算的变化减少了产量,表明了更可预测的旅行时间.
- 这些效应在更强的相互作用和探索时更为明显.
结论:
- 不同质的能量分布可以优化代理群体的集体运动效率.
- 能量变化是减少不确定性和提高复杂系统可预测性的关键因素.
- 这些发现对城市规划和资源管理有影响,这些系统与相互作用的代理有关.
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