更改

Multi-agent systems can manifest self-organisation as well as self-direction and other control paradigms and related complex behaviors even when the individual strategies of all their agents are simple. When agents can share knowledge using any agreed language, within the constraints of the system's communication protocol, the approach may lead to a common improvement. Example languages are Knowledge Query Manipulation Language (KQML) or Agent Communication Language (ACL).

Multi-agent systems can manifest self-organisation as well as self-direction and other control paradigms and related complex behaviors even when the individual strategies of all their agents are simple. When agents can share knowledge using any agreed language, within the constraints of the system's communication protocol, the approach may lead to a common improvement. Example languages are Knowledge Query Manipulation Language (KQML) or Agent Communication Language (ACL).

即使所有单个主体的策略都很简单，多主体系统也可以表现出自组织、自引导等控制范式，以及相关的复杂行为。当主体之间可以在系统通信规范的约束下使用一些约定的语言来共享信息时，这种方法可能带来主体间的共赢。知识查询操作语言（英文：Knowledge Query Manipulation Language，简称KQML）和主体通信语言（英文：Agent Communication Language，简称ACL）是这类语言中的两个典型例子。

即使所有单个主体的策略都很简单，多主体系统也可以表现出自组织、自引导等控制范式以及相关的复杂行为。当主体之间可以在系统通信规范的约束下使用一些约定的语言来共享信息时，这种方法可能带来主体间的共赢。知识查询操作语言（英文：Knowledge Query Manipulation Language，简称KQML）和主体通信语言（英文：Agent Communication Language，简称ACL）是这类语言中的两个典型例子。

   Path length-MEDIUM_IMPORTANCE: max=60 expectedMax=40,  

   Path length-MEDIUM_IMPORTANCE: max=60 expectedMax=40,  

Path length-MEDIUM_IMPORTANCE: max=60 expectedMax=40, （路径长度——中等重要: 最大60预期，最大40）

Path length-MEDIUM_IMPORTANCE: max=60 expectedMax=40, （路径长度——中等重要：最大60，预期最大40）

   Max-Weight-UNIMPORTANT  

   Max-Weight-UNIMPORTANT  

MAS tend to find the best solution for their problems without intervention. There is high similarity here to physical phenomena, such as energy minimizing, where physical objects tend to reach the lowest energy possible within the physically constrained world. For example: many of the cars entering a metropolis in the morning will be available for leaving that same metropolis in the evening.

MAS tend to find the best solution for their problems without intervention. There is high similarity here to physical phenomena, such as energy minimizing, where physical objects tend to reach the lowest energy possible within the physically constrained world. For example: many of the cars entering a metropolis in the morning will be available for leaving that same metropolis in the evening.

Mas 倾向于在没有干预的情况下为他们的问题找到最好的解决方案。这与物理现象有很高的相似性，例如能量最小化，物理物体倾向于在物理约束的世界中达到可能的最低能量。例如: 许多早晨进入大都市的汽车晚上可以离开同一个大都市。

多主体系统常常可以在没有干预的情况下为它们的问题找到最好的解决方案，这与物理现象有很高的相似性。比如在能量最小化的例子中，物理主体倾向于在物理条件约束的世界中达到可能的最低能量。例如: 许多早晨进入大都市的汽车晚上可以离开它--[[用户:绝不会|绝不会]]（[[用户讨论:绝不会|讨论]]）。