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arXiv 0908.0516cs.NE
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还在用Perl做进化算法

Still doing evolutionary algorithms with Perl

Juan J. Merelo Guervos

摘要:

Algorithm::Evolutionary(A::E from now on)是在2002年在慕尼黑的YAPC::EU的一次演讲之后引入的。7年后,A::E的版本是0.67(超过了它的“野兽数”0.666),并且已经被广泛使用,成为我们研究小组正在进行的大部分(计算机)科学的基础(当然,其他人并不多)。然而,还没有完成所有的工作;现在,A::E正在与POE集成,以便进化算法(EA)可以与各种服务器组合,并用于客户端、服务器以及介于两者之间的任何东西。在这个演讲的同伴中,我将解释什么是进化算法,它们被用于什么,如何用Perl来做(使用CPAN中的这些或其他精细模块)以及进化算法可以为Perl做什么。

英文摘要:

Algorithm::Evolutionary (A::E from now on) was introduced in 2002, after a talk in YAPC::EU in Munich. 7 years later, A::E is in its 0.67 version (past its "number of the beast" 0.666), and has been used extensively, to the point of being the foundation of much of the (computer) science being done by our research group (and, admittedly, not many others). All is not done, however; now A::E is being integrated with POE so that evolutionary algorithms (EAs) can be combined with all kinds of servers and used in client, servers, and anything in between. In this companion to the talk I will explain what evolutionary algorithms are, what they are being used for, how to do them with Perl (using these or other fine modules found in CPAN) and what evolutionary algorithms can do for Perl at large.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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