一个具有非平滑抑制机制的多语言谣言传播模型的动态和控制
Jing Liao1, Jinling Wang1, Jiarong Li2
1College of Mathematics and Statistics, Northwest Normal University, Lanzhou 730070, China.
Mathematical biosciences and engineering : MBE
|June 14, 2024
概括
这项研究引入了一种新的谣言传播模型,用于多语言环境的非平滑抑制. 它提出了最佳和事件触发的控制策略,以有效地缓解谣言的传播.
科学领域:
- 数学建模的数学建模
- 复杂系统的动态 复杂系统的动态
- 信息科学 信息科学
背景情况:
- 在多语言环境中,谣言传播带来了挑战.
- 现有的模型可能无法完全捕捉复杂的抑制动态.
- 了解谣言的传播对于信息控制至关重要.
研究的目的:
- 提出和分析一个新的S2E2I2R谣言传播模型.
- 调查政府干预门的影响.
- 开发和比较最佳和事件触发控制策略,以减轻谣言.
主要方法:
- 开发一种新的S2E2I2R谣言传播模型,具有非平滑的抑制.
- 基于扩散器值的平衡存在和稳定性的分析.
- 设计最佳控制和事件触发的冲动控制策略.
- 数字模拟和案例研究用于有效性比较.
主要成果:
- 拟议的模型有效地模拟了多语言环境中的谣言动态.
- 传播者门显著影响谣言的传播和控制.
- 优化和事件触发的控制策略都在减轻谣言方面表现出有效性.
- 事件触发控制显示了有效分配资源的潜力.
结论:
- 该S2E2I2R模型为研究多语言谣言动态提供了一个强大的框架.
- 政府干预和拟议的控制策略对于管理信息传播至关重要.
- 进一步的研究可以探索适应性控制机制,以加强谣言缓解.
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