| 利用神经网络技术建造工艺设计专家系统 |
| |
| 引用本文： | 高鹏,陶敏中.利用神经网络技术建造工艺设计专家系统[J].农业机械学报,1996,27(3):120-123. |
| |
| 作者姓名： | 高鹏 陶敏中 |
| |
| 作者单位： | 哈尔滨工业大学机械系，吉林工业大学机械系 |
| |
| 摘 要： | 针对传统人工智能专家系统的缺点，引入了以并行计算为主的神经网络技术，并成功地运用它来建造工艺设计专家系统。神经网络中的ＢＰ（ＢａｃｋＰｒｏｐａｇａｔｉｏｎ）模型用作规则记忆器，每一模型中，知识库和推理机是合二为一的，许多这类模型构成系统的知识库。工艺路线的最后决策通过数据驱动的正向推理来实现
|
| 关 键 词： | 工艺设计 专家系统 神经网络 |
THE BUILDING OF AN EXPERT SYSTEM OF PROCESS DESIGNTAKING ADVANTAGE OF NEURAL NETWORK TECHNIQUE |
| |
| Gao Peng.THE BUILDING OF AN EXPERT SYSTEM OF PROCESS DESIGNTAKING ADVANTAGE OF NEURAL NETWORK TECHNIQUE[J].Transactions of the Chinese Society of Agricultural Machinery,1996,27(3):120-123. |
| |
| Authors: | Gao Peng |
| |
| Institution: | Gao Peng (Harbin Institute of Technology) Tao Minzhong Tan Hong He Fengjiang Zhao Dawei (Jilin University of Technology) |
| |
| Abstract: | This paper introduces neural network technique based on parallel calculation and uses it to build an expert system of process design successfully. The system can overcome the shortcomings of traditional artificial intelligence expert system. BP (Back Propagation) model of neural network is regarded as the rule memory. Knowledge base and inference strategy of BP model are combined into one. Many BP models form the knowledge base of system. The forward inference of data driving realizes the final decision of process route. |
| |
| Keywords: | Process design Expert system Neural network |
| 本文献已被 CNKI 维普 等数据库收录！ |
