机器学习，人工智能和软计算 [英] Machine Learning, AI, and Soft Computing

问题描述

这三个密切相关的领域有什么区别?除了CS以外，它们是否都属于一个特定的整体?

What is the difference between these three heavily related fields? Is there one specific whole they are all a part of (aside from CS)?

推荐答案

机器学习可以被认为是AI的一部分，但是我将机器学习归类为语义模型和自适应模型的研究.人工智能的行为是智能寻找行为的系统的整体科学.

Machine Learning could be considered a part of AI, however I would classify Machine Learning as the study of creation of semantic models and adaptive behavior with AI being the overall science of systems that intelligent-seeming behavior.

"AI"中的大多数内容都很简单，但是非常有效，例如启发式等.

Most of what goes as "AI" is rather simplistic, but highly effective, such as heuristics and the like.

软件计算并没有像它包含许多ML和AI组件那样倒下，它更多地是关于复杂系统的分析.我可能是错的.与计算机科学中的大多数事物一样，您越深入挖掘，就越发现与它们相关的一切.

Soft Computing doesn't fell like it has many ML and AI components as it is more about analysis of complex systems. I could be wrong though. As with most things in computer science, the deeper you dig, the more you discover that it's all related.

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