计算机科学 ›› 2009, Vol. 36 ›› Issue (10): 25-26.

• 综述 • 上一篇    下一篇

多元智能算法控制结构综述

胡扬,桂卫华,蔡自兴   

  1. (中南大学信息科学与工程学院 长沙 410083)
  • 出版日期:2018-11-16 发布日期:2018-11-16
  • 基金资助:
    本文受国家杰出青年科学基金项目(60425310)资助。

Summary for Control Structure of Multi-dimensional Intelligent Control Algorithm

HU Yang,GUI Wei-hua, CAI Zi-xing   

  • Online:2018-11-16 Published:2018-11-16

摘要: 为了更好地模拟人类智力的特点,针对智能控制的结构理论与特点提出了智能算法的多元控制结构。将已有的遗传算法、人工神经元网络算法、免疫算法、代谢算法集成为一个统一的整体智能学习、推理、发育体系。通过对各智能算法功能之间的相互配合来弥补传统单一算法的不足。通过阐述算法的切换与集成的思想说明,集成后的多元控制算法能更好地模拟人类的相关功能。并且通过机器的编程又可以较大限度地弥补生物体功能上的不足。

关键词: 人工智能,智能控制,多元结构,算法切换,算法集成

Abstract: To simulate the characteristics of mankind intelligence, a multi-dimensional control architecture of intelligent algorithm was proposed. Integrating some algorithms with genetic algorithm, artificial neural network algorithm, immune algorithm and metabolic algorithm, the completed intelligent studying, reasoning and developing system was formed according to the structure theory and features of intelligent control. The function of traditional single algorithm can be perfectly improved by coordinating intelligent algorithms. Some mankind functions can be realized better by the integrated multi-dimensional intelligent control algorithm under the switching and integrating by a certain of algorithms.The control performance can be improved by computer programs controlled by the integrated artificial intclligence.

Key words: Artificial intelligence, Intelligent control, Multi-dimensional structure, Algorithm switching, Algorithm integrating

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!