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用于快速执行专家系统的并行电光规则基系统。

Parallel electro-optical rule-based system for fast execution of expert systems.

作者信息

Louri A, Na J

出版信息

Appl Opt. 1993 Apr 10;32(11):1863-75. doi: 10.1364/AO.32.001863.

Abstract

The slow execution speed of current rule-based systems has restricted their application areas. Multiprocessor architectures have been proposed to overcome this limitation. However, as the number of processors in a multiprocessor system grows, so does the cost of communication between processors or between processor and memory units. The use of optics for a fast and parallel implementation of rule-based systems is proposed. The proposed optical system is hybrid in nature, using electronics for the user interface and optics for the rule-based inference engine. The proposed system uses twodimensional planes as basic computational entities and is therefore able to provide concurrent rule processing. Furthermore, it provides highly efficient implementation of the basic operations needed in rule-based systems; namely, matching, selection, and rule firing. The execution speed of the proposed system is theoretically estimated and is shown to be potentially of orders of magnitude faster than current electronic system.

摘要

当前基于规则的系统执行速度缓慢,限制了其应用领域。人们提出了多处理器架构来克服这一限制。然而,随着多处理器系统中处理器数量的增加,处理器之间或处理器与存储单元之间的通信成本也会增加。本文提出使用光学技术来快速并行实现基于规则的系统。所提出的光学系统本质上是混合式的,使用电子技术实现用户界面,使用光学技术实现基于规则的推理引擎。该系统将二维平面用作基本计算实体,因此能够提供并发规则处理。此外,它还能高效实现基于规则的系统所需的基本操作,即匹配、选择和规则触发。本文从理论上估计了所提系统的执行速度,结果表明其速度可能比当前电子系统快几个数量级。

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