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Method for establishing cooperative intelligent self-adaptive decision model

A decision-making model and establishment method technology, applied in the field of Internet of Things, can solve the problems that cannot meet the real-time perception and decision-making of large-scale smart devices, and achieve the effect of reducing communication overhead and improving accuracy

Active Publication Date: 2021-06-15
重庆高开清芯智联网络科技有限公司
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  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, traditional single intelligence cannot meet the real-time perception and decision-making of large-scale smart devices

Method used

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  • Method for establishing cooperative intelligent self-adaptive decision model
  • Method for establishing cooperative intelligent self-adaptive decision model
  • Method for establishing cooperative intelligent self-adaptive decision model

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Embodiment Construction

[0032] The objects and functions of the present invention and methods for achieving the objects and functions will be clarified by referring to the exemplary embodiments. However, the present invention is not limited to the exemplary embodiments disclosed below; it can be implemented in various forms. The essence of the description is only to help those skilled in the relevant art comprehensively understand the specific details of the present invention.

[0033] Hereinafter, embodiments of the present invention will be described with reference to the accompanying drawings. In the drawings, the same reference numerals represent the same or similar components, or the same or similar steps.

[0034] In order to solve the problem that the single intelligence in the prior art cannot satisfy the real-time perception and decision-making of large-scale smart devices, the present invention proposes a method for establishing a cooperative intelligent adaptive decision-making model, by ...

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Abstract

The invention provides a method for establishing a collaborative intelligent self-adaptive decision model. The method comprises an offline stage and an online stage. The offline stage comprises the following steps: a) carrying out standardized design on intelligent equipment in a development process, and carrying out modeling on various conditions of a data environment in which the intelligent equipment is possibly located; and b) extracting a plurality of feature subsets by utilizing information such as relevancy and using an optimization method, and integrating the feature subsets into intelligent equipment in a development process. The online stage comprises the following steps: 1) performing identity recognition and network updating when new equipment enters an environment; (2) sending an instruction to an equipment node needing to execute the decision, and carrying out model updating of the equipment; and 3) preparing to respond to decision instructions of other nodes in the network when the data is not updated or the preset model triggering condition is not met. Self-adaptive decision making is realized based on equipment environment perception, so that cooperative decision making among equipment is realized, and complex tasks are completed. The invention relates to methodology for intelligent agent development in different types of equipment environments.

Description

technical field [0001] The invention relates to the technical field of the Internet of Things, in particular to a method for establishing a collaborative intelligent self-adaptive decision-making model. Background technique [0002] The Internet of Things is a network that uses communication technologies such as local networks or the Internet to connect sensors, controllers, machines and other equipment and people together, forming a connection between people and things, things and things, and realizing informatization, intelligence, and remote management and control. Model. Due to the different standards of information models put into construction in different stages and regions, leading industry partners in various industries have formed their own IoT ecology and transitioned to scene intelligence, and it is difficult to achieve interconnection among devices, forming so-called "information islands" ". In order to create a real full-product intelligence, users need a unif...

Claims

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Application Information

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IPC IPC(8): G05B13/04
CPCG05B13/042
Inventor 林孝康程迟郭大兴
Owner 重庆高开清芯智联网络科技有限公司
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