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相关概念视频

Signal and System01:26

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A signal x(t) is a set of data or a time function representing a variable of interest. Signals typically convey information about a phenomenon, such as atmospheric temperature, humidity, human voice, television images, a dog's bark, or birdsongs. More generally, a signal can be a function of more than one independent variable. For instance, images depend on horizontal and vertical positions and can be regarded as two-dimensional signals. However, this text will focus on one-dimensional...
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The frequency-domain technique, commonly used in analyzing and designing feedback control systems, is effective for linear, time-invariant systems. However, it falls short when dealing with nonlinear, time-varying, and multiple-input multiple-output systems. The time-domain or state-space approach addresses these limitations by utilizing state variables to construct simultaneous, first-order differential equations, known as state equations, for an nth-order system.
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Despite the strong genetic influence on traits like intelligence, environmental factors significantly shape outcomes. For example, while over 90% of height variation is due to genetic differences, environmental factors such as nutrition also have a notable impact. Similarly, for intelligence, changes in a child's surroundings can significantly alter their IQ. Research shows that enriched environments boost children's academic success and help them develop key cognitive skills. Children...
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Spin systems where the difference in chemical shifts of the coupled nuclei is greater than ten times J are called first-order spin systems. These nuclei are weakly coupled, and their chemical shifts and coupling constant can generally be estimated from the well-separated signals in the spectrum.
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Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence of...
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The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
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复杂的分布式智能系统的光谱特性与环境相结合.

Alexander P Alodjants1, Dmitriy V Tsarev1, Petr V Zakharenko1

  • 1National Center for Cognitive Reaserch, ITMO University, St. Petersburg 197101, Russia.

Entropy (Basel, Switzerland)
|October 28, 2025
PubMed
概括
此摘要是机器生成的。

我们开发了一种量子启发的框架,用于模拟分布式智能系统 (DIS) 中的人工智能代理的集体行为. 我们的研究结果表明,网络结构和外部影响如何影响意见的一致性和决策.

关键词:
在法学士 (LLM) 课程中.分布式智能系统是分布式智能系统.开放的复杂网络是复杂的网络.阶段同步化相位同步重规范化小组的重规范化小组.它的光谱是光谱.

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科学领域:

  • 复杂的系统复杂的系统.
  • 人工智能的人工智能
  • 量子计算是一种量子计算.

背景情况:

  • 分布式智能系统 (DIS) 利用人工智能代理 (AIA) 和大型语言模型 (LLM) 进行集体任务.
  • 在DIS中,复杂的网络拓引入了对建立共识和决策过程的不确定性.
  • 了解外部影响如何与DIS结构相互作用,对于可预测的集体行为至关重要.

研究的目的:

  • 提出一个量子启发的图形信号处理框架,用于在DIS中建模集体行为.
  • 分析网络拓和外部影响对DIS动态的影响.
  • 调查方法,以保持在LLM参与的DIS的连贯性.

主要方法:

  • 使用无尺度和瓦茨-斯特罗格茨图表来建模DIS网络拓.
  • 采用量子图形信号处理方法,使用影响矩阵 (IM) 代表外部环境.
  • 分析了两个相互作用模式:对齐 (通勤) 和非对齐 (非通勤) 邻近矩阵和IM.
  • 应用重新规范化组缩放和光谱用于分析.

主要成果:

  • 在对齐的系统中,最小的外部影响会导致完全相位同步和连贯的动态.
  • 带有负合的非通行影响引入光谱障碍,破坏相位连贯性.
  • 主导的集体模式 (Perron模式) 尽管存在混乱,但仍然强大,尽管意见可能会分裂.
  • 光谱有效量化了混乱和外部影响的程度.

结论:

  • 拟议的框架为LLM参与的DIS的动态提供了洞察力.
  • 网络拓和外部影响显著调节集体行为和意见的一致性.
  • 可以制定策略来设计DIS,即使在环境干扰下也保持一致性.