进化算法Evolutionary Algorithms |
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课程网址: | http://videolectures.net/sscs06_bennett_ea/ |
主讲教师: | Adam Prügel-Bennett |
开课单位: | 南安普敦大学 |
开课时间: | 2007-02-25 |
课程语种: | 英语 |
中文简介: | 自达尔文为我们所看到的生物的复杂性提供第一个机械解释以来,已经有一个半世纪的时间了。仅在最近的30年左右,才使用计算系统来尝试对复杂的人为问题进行自然选择。已经取得了一些成功,但是人工进化系统的复杂性仍然远远低于生物学中容易找到的复杂性。为什么是这样?我们对自然进化的理解缺少重要的东西吗?我们如何改善人工解决问题的方法,使它们在大规模复杂问题上更好地工作? |
课程简介: | It has been a century and a half since Darwin provided the first mechanistic explanation for the complexity of the living things we see around us. Only in the last 30 years or so have computational systems been employed to try out natural selection on complex artificial problems. There have been some successes, but the complexity of artificially evolved systems remains a very long way short of the complexity that is easy to find in biology. Why is this? Is our understanding of natural evolution missing something important? How can we improve our artificial problem solving methods to make them work better on large-scale complex problems? |
关 键 词: | 生物复杂性; 机械解释; 人工进化系统 |
课程来源: | 视频讲座网 |
最后编审: | 2019-09-22:cwx |
阅读次数: | 126 |