刘伟,田娥,谭苗苗.基于计算智能的信息处理技术的研究与应用[J].电视技术,2016,40(12):51-56
基于计算智能的信息处理技术的研究与应用
Research and Application of Information Processing Technology Based on Computational Intelligence
投稿时间:2016-08-30  最后修改时间:2016-09-27
DOI:10.16280/j.videoe.2016.12.010
中文关键词:  计算智能  人工神经网络  遗传算法  蚁群算法
英文关键词:Computational intelligence  Artificial neural network  Genetic algorithm  Ant colony algorithm
基金项目:北京市教育委员会科研计划面上项目,项目编号:KM201511417001;北京市属高等学校高层次人才引进与培养计划项目(The Importation and Development of High-Caliber Talents Project of Beijing Municipal Institutions),项目编号:CIT TCD201404093
        
作者单位
刘伟 北京联合大学机电学院
田娥 北京联合大学机电学院
谭苗苗 北京联合大学机电学院
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中文摘要:
      计算智能是人工智能的重要分支,以数据为基础,主要借鉴连接主义和行为主义的思想,基于生物进化和细胞网络等机制,具有分布、并行、自适应、自组织和自学习等特点。首先介绍了计算智能的起源和概念,然后以人工神经网络、遗传算法、蚁群算法为例阐述了其原理和应用,最后介绍了在新技术条件下,计算智能的发展趋势及有待于解决的一些问题。
英文摘要:
      As an important branch of artificial intelligence, computational intelligence based on data and biological evolution and cellular network has some characteristics mainly including distribution, parallel processing, self-adaption, self-organization and self-learning, which mainly used the experience of connectionism and behaviorism. Firstly, the origin and concept of computational intelligence are introduced, then with the artificial neural network, genetic algorithm, ant colony algorithm as an example, the principle and application of the system are described. At last, the development trend of computational intelligence and some problems to be solved under the condition of new technology are introduced.
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