| 人工免疫网络记忆分类并行算法研究 |
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| 引用本文： | 莫宏伟,徐立芳. 人工免疫网络记忆分类并行算法研究[J]. 计算机工程与应用, 2005, 41(27): 16-18,217 |
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| 作者姓名： | 莫宏伟 徐立芳 |
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| 作者单位： | 哈尔滨工程大学自动化学院,哈尔滨,150001;哈尔滨工程大学自动化学院,哈尔滨,150001 |
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| 基金项目： | 国家自然科学基金资助（编号：60305007）;黑龙江省自然科学基金资助（编号：F0210）;哈尔滨工程大学校基础研究基金资助（编号：HEUF04076） |
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| 摘 要： | 人类免疫系统是极为复杂的、固有并行性、分布式系统。人工免疫系统领域已经开发了许多免疫系统启发的算法,但没有几个显示并行性。论文提出并行人工免疫网络记忆分类系统,给出简单的并行人工免疫网络记忆分类算法。初始结果显示,通过简单的并行化方法,与并行人工免疫识别系统AIRS的比较研究表明,并行人工免疫网络记忆分类系统在并行效率等方面的性能优于后者。
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| 关 键 词： | 人工免疫网络记忆分类器 人工免疫识别系统 并行人工免疫算法 |
| 文章编号： | 1002-8331-（2005）27-0016-03 |
| 收稿时间： | 2005-07-01 |
| 修稿时间： | 2005-07-01 |
Research of Parallel Artificial Immune Network Memory Classification Algorithm |
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| Mo Hongwei,Xu Lifang. Research of Parallel Artificial Immune Network Memory Classification Algorithm[J]. Computer Engineering and Applications, 2005, 41(27): 16-18,217 |
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| Authors: | Mo Hongwei Xu Lifang |
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| Affiliation: | Automation College,Harbin Engineering University,Harbin 150001 |
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| Abstract: | Human immune system is very complex and intrinsic parallel,distributed system.Some algorithms inspired by immune system are developed in the field of artificial immune systems.But few of them show the parallel nature.In this paper,a parallel artificial immune network memory system is presented and a simple parallel algorithm of artificial immune network memory classification is given.Initial results show that the whole runtime of system decreases.Compared with artificial immune recognition system,parallel artificial immune network memory classifier has better performance than the later in the respect of parallel efficiency. |
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| Keywords: | artificial immune network memory classifier artificial immune recognition system parallel artificial immune algorithm |
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