基于计算智能的信息处理技术的研究与应用

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.

Research and Application of Information Processing Technology Based on Computational Intelligence

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.