文献类型：期刊文献

中文题名：基于计算智能的信息处理技术的研究与应用

英文题名：Research and application of information processing technology based on computational intelligence

作者：刘伟[1,2];田娥[1,2];谭苗苗[1,2]

第一作者：刘伟

机构：[1]北京联合大学机电学院,北京100020;[2]北京智能机械创新设计服务工程技术研究中心,北京100020

第一机构：北京联合大学机器人学院

年份：2016

卷号：40

期号：12

起止页码：51-56

中文期刊名：电视技术

外文期刊名：Video Engineering

收录：北大核心:【北大核心2014】；

基金：北京市教育委员会科研计划面上项目(KM201511417001);北京市属高等学校高层次人才引进与培养计划项目(CCT&-TCD201404093)

语种：中文

中文关键词：计算智能;人工神经网络;遗传算法;蚁群算法

外文关键词：computational intelligence; artificial neural network; genetic algorithm; ant colony algorithm

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解决的一些问题。
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 eonnectionism and behaviorism. Firstly, the origin and concept of computational intelligence are introduced. Secondly, with the artificial neural network, genetic algorithm, ant colony algorithm as an example, the principle and application of the system are described. Finally, the development trend of computational intelligence and some problems to be solved under the condition of new technology are introduced.