Rapid decision-making method of reactive system

A decision-making method and reactive technology, applied in special data processing applications, instruments, electrical digital data processing, etc., can solve problems such as insufficient response speed, inability to express fuzzy timing relationships of events, inability to process streaming data, etc.

Active Publication Date: 2020-10-27
INST OF SOFTWARE - CHINESE ACAD OF SCI
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Current fuzzy rule reasoning engines, such as NRC FuzzyJ Toolkit (refer to http: / / alvarestech.com / ) and jFuzzyLogic (refer to http: / / jfuzzylogic.sourceforge.net / ), combine fuzzy logic and rule reasoning, and support fuzzy if -then rules (that is, production rules), but these fuzzy rule inference engines cannot express the fuzzy temporal relationship between events, nor can they process streaming data. When faced with massive streaming data, the response speed cannot reach that of reactive systems. Require

Method used

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  • Rapid decision-making method of reactive system
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  • Rapid decision-making method of reactive system

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Embodiment Construction

[0032] The technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. It should be understood that the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present invention.

[0033] The present invention will be described below in conjunction with specific rules and related data.

[0034]

[0035]

[0036] (1) Among the above rules, Rule1 and Rule2 are production rules, which identify two complex events E1 and E2 respectively, Rule3 and Rule4 are active rules, which are triggered by E1 and E2 respectively, and Alarm1 and Alarm2 are the triggering behaviors of the rules. The condition in the form of "X is Y" in the rule is a fuzzy condition,...

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Abstract

The invention discloses a rapid decision-making method of a reactive system. The rapid decision-making method comprises the following steps: 1), analyzing a fuzzy ECA rule in a reactive system into anFECR network; 2), inputting fact data in the reactive system into a condition query network one by one; 3), allocating priorities to nodes in the FECR network, and then searching weak connected branches of the FECR network according to the topology of the FECR network; 4), for the received ith batch of data, finding each corresponding trigger node a, modifying the dynamic attribute information ofthe node a and activating the node a; starting from the node a, traversing the FECR network, and activating a child node of the trigger node a until the limitation condition of the node is not met orthe child node reaches the action node of the FECR network; when each node is activated, forming a task instance; and 5), allocating the task instances by a scheduler to different working devices forexecution according to the priorities. According to the method, accurate and rapid decision making can be realized.

Description

technical field [0001] The invention belongs to the field of rule system and real-time technology, and in particular relates to a high-performance fuzzy ECA (event-condition-action) rule matching method for streaming data and an execution scheduling method for rule matching tasks, in particular to a reactive Systematic approach to quick decision-making. Background technique [0002] Reactive systems need to process a large amount of streaming data collected by sensors in a timely manner, identify the scenes of interest, and trigger corresponding actions to automatically respond to these scenes. In recent years, reactive systems have been widely used in various fields of social life, and have played an important role in industries such as medical care, transportation, education, communications, military and construction, such as fire alarm and temperature control in intelligent buildings, safety control of production processes , Behavioral monitoring in medical care, etc. A...

Claims

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Application Information

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IPC IPC(8): G06F16/2455G06F16/2458
CPCG06F16/24564G06F16/24568G06F16/2468
Inventor乔颖苗晨曦王宏安
OwnerINST OF SOFTWARE - CHINESE ACAD OF SCI