blocks|key|4994137|text|这取决于您的项目类型。请阅读以下帖子。|type|unstyled|depth|inlineStyleRanges|entityRanges|data|4994138|4994139|https://stackoverflow.com/questions/82036/what-is-a-good-programming-language-for-ai/83871#83871|unordered-list-item|offset|length|4994140|Good+Programming+Languages+for+AI|4994141|4994142|entityMap|0|LINK|mutability|MUTABLE|url|1|http://cseweb.ucsd.edu/classes/sp00/cse151/q1/crocha.html^0|0|0|0|2O|0|0|0|X|1|0|0^^$0|@$1|2|3|4|5|6|7|T|8|@]|9|@]|A|$]]|$1|B|3|-4|5|6|7|U|8|@]|9|@]|A|$]]|$1|C|3|D|5|E|7|V|8|@]|9|@$F|W|G|X|1|Y]]|A|$]]|$1|H|3|I|5|E|7|Z|8|@]|9|@$F|10|G|11|1|12]]|A|$]]|$1|J|3|-4|5|6|7|13|8|@]|9|@]|A|$]]|$1|K|3|-4|5|6|7|14|8|@]|9|@]|A|$]]]|L|$M|$5|N|O|P|A|$Q|D]]|R|$5|N|O|P|A|$Q|S]]]]

It depends on type of your project. Read following posts.

<ul>
<li><a href="https://stackoverflow.com/questions/82036/what-is-a-good-programming-language-for-ai/83871#83871">https://stackoverflow.com/questions/82036/what-is-a-good-programming-language-for-ai/83871#83871</a></li>
<li><a href="http://cseweb.ucsd.edu/classes/sp00/cse151/q1/crocha.html" rel="nofollow noreferrer">Good Programming Languages for AI</a></li>
</ul>

blocks|key|1200976|text|你可以用任何语言写。在Lisp中已经完成了很多AI工作，但您不需要使用它来实现您的项目。对算法有扎实的理解是关键。|type|unstyled|depth|inlineStyleRanges|entityRanges|data|1200977|您可能会发现，在Java等不支持尾递归优化的语言中，严重依赖递归的算法更加困难。|1200978|entityMap^0|0|0^^$0|@$1|2|3|4|5|6|7|F|8|@]|9|@]|A|$]]|$1|B|3|C|5|6|7|G|8|@]|9|@]|A|$]]|$1|D|3|-4|5|6|7|H|8|@]|9|@]|A|$]]]|E|$]]

You can write in any language. A lot of AI work has been done in Lisp, but you aren't required to use it to implement your project. A solid understanding of the algorithms is the key.

You might find that algorithms that depend heavily on recursion are more difficult in languages like Java that don't support tail recursion optimization.

blocks|key|3525602|text|你可以用Java进行AI编程。你可能用任何语言都可以做到这一点，因为算法才是最重要的。|type|unstyled|depth|inlineStyleRanges|entityRanges|data|3525603|请参阅here+for+AI+code+in+Java+and+other+languages.|offset|length|3525604|希望这能有所帮助。|3525605|entityMap|0|LINK|mutability|MUTABLE|url|http://aima.cs.berkeley.edu/^0|0|3|19|0|0|0^^$0|@$1|2|3|4|5|6|7|P|8|@]|9|@]|A|$]]|$1|B|3|C|5|6|7|Q|8|@]|9|@$D|R|E|S|1|T]]|A|$]]|$1|F|3|G|5|6|7|U|8|@]|9|@]|A|$]]|$1|H|3|-4|5|6|7|V|8|@]|9|@]|A|$]]]|I|$J|$5|K|L|M|A|$N|O]]]]

You can do AI programming in Java. You probably could do it in any language as its just the algorithms that are important.

See <a href="http://aima.cs.berkeley.edu/" rel="nofollow">here for AI code in Java and other languages.</a> 

Hope this helps.

blocks|key|1208952|text|我相信没有“好的AI编程语言”这回事。编程语言是工具，这实际上取决于你的AI项目是关于什么:只需为它选择最合适的一种。例如，如果您打算使用语义Web和本体，那么Java可能是一个很好的选择，因为在这一领域有很多优秀的Java库和工具。相反，我知道许多从事机器学习的人使用R，因为它是一个强大的统计计算环境。或者，如果你的AI项目是关于逻辑编程或计算语言的，那么你可能应该看看Prolog。|type|unstyled|depth|inlineStyleRanges|entityRanges|data|1208953|总之，这真的取决于你的AI项目是什么。告诉我们更多关于它的信息，你可能会得到更准确的答案。|1208954|entityMap^0|0|0^^$0|@$1|2|3|4|5|6|7|F|8|@]|9|@]|A|$]]|$1|B|3|C|5|6|7|G|8|@]|9|@]|A|$]]|$1|D|3|-4|5|6|7|H|8|@]|9|@]|A|$]]]|E|$]]

I believe there's no such a thing as a "good programming language for AI". Programming languages are tools, and it really depends what your AI project is about: just choose the most appropriate one for it. For example, if you're going to work with Semantic Web and ontologies, then Java is probably a good choice, because there are a lot of good Java libraries and tools in that area. Conversely, I know that many people working on machine learning use R, because it is a powerful statistical computing environment. Alternatively, if your AI project is about logic programming or computational linguistic, then you should probably have a look at Prolog.

In summary, it really depends on what is your AI project. Tell us more about it, and you'll probably get more precise answers.

blocks|key|1206810|text|取决于您在做什么-选择最适合该工作的工具。|type|unstyled|depth|inlineStyleRanges|entityRanges|data|1206811|如果你正在做经典的AI+(自然语言处理，专家系统等)，那么Lisp和Prolog这样的语言是一个很好的选择(该语言有助于简化开发)，但是如果你正在做模糊逻辑，神经网络等，那么Java/C%2B%2B将是更好的选择。|1206812|几年前，作为一名本科生，我用Prolog编写了一些自然语言处理和专家系统，然后用C%2B%2B重复了这个练习，Prolog版本的大小大约是它的三分之一，开发时间大约是它的一半。我用C%2B%2B写了一些模糊逻辑和神经网络，但从来没有想过用Prolog语言重写它们(我肯定那会很痛苦)+=)|1206813|一个不错的、功能丰富的神经网络Java框架是Encog|offset|length|1206814|entityMap|0|LINK|mutability|MUTABLE|url|http://www.heatonresearch.com/encog^0|0|0|0|M|5|0|0^^$0|@$1|2|3|4|5|6|7|R|8|@]|9|@]|A|$]]|$1|B|3|C|5|6|7|S|8|@]|9|@]|A|$]]|$1|D|3|E|5|6|7|T|8|@]|9|@]|A|$]]|$1|F|3|G|5|6|7|U|8|@]|9|@$H|V|I|W|1|X]]|A|$]]|$1|J|3|-4|5|6|7|Y|8|@]|9|@]|A|$]]]|K|$L|$5|M|N|O|A|$P|Q]]]]

Depends what your doing - choose the best tool for the job.

If you're doing classic AI (Natural Language Processing, Expert Systems, etc) then languages like Lisp and Prolog are a good fit (the language facilitates easy development), however if you're doing Fuzzy Logic, Neural Networks etc then Java/C++ would be a better choice.

Years ago as an undergrad I wrote some NLP and Expert Systems in Prolog and then repeated the exercise in C++, the Prolog versions were around a third of the size and took about half the time to develop. I wrote a few Fuzzy Logic and Neural Nets in C++, but never fancied rewriting them in Prolog (I sure that would have been quite painful) =)

A nice, feature rich Java framework for Neural Nets is <a href="http://www.heatonresearch.com/encog" rel="nofollow">Encog</a>

Is it necessary to learn programming languages like Lisp, Perl, Ruby,etc (whatever required ) to do a project in AI? 
I know C,C++,Java well, is that sufficient to go on with my AI project?

languages required to do an AI project?

翻译质量差，导致语言生硬或混乱。

没有提供实际的解决方法或示例。

解答不清晰，无法理解或解决问题。

页面排版不美观，阅读体验差。

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