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Optimization method and system for multi-agent collaboration in complex intelligent system

A multi-agent, intelligent system technology, applied in general control systems, control/regulation systems, instruments, etc., can solve the problem of low efficiency of multi-agent cooperative optimization, and achieve the goal of improving flexibility, ensuring diversity, and improving accuracy. Effect

Active Publication Date: 2019-09-06
HEFEI UNIV OF TECH
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AI Technical Summary

Problems solved by technology

[0006] Aiming at the deficiencies of the prior art, the present invention provides an optimization method for multi-agent collaboration in a complex intelligent system, which solves the technical problem that the optimization efficiency of multi-agent collaboration in the prior art is too low

Method used

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  • Optimization method and system for multi-agent collaboration in complex intelligent system
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  • Optimization method and system for multi-agent collaboration in complex intelligent system

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Embodiment Construction

[0046] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention are clearly and completely described. Obviously, the described embodiments are part of the embodiments of the present invention, not all of them. example. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0047] The embodiment of the present application solves the problem of low optimization efficiency of multi-agent cooperation in the prior art by providing an optimization method and system for multi-agent cooperation in a complex intelligent system, and improves the optimization efficiency of multi-agent cooperation.

[0048] The technical solution in the embodiment of the present application is to solve the above-mentioned t...

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Abstract

The invention provides an optimization method and system for multi-agent collaboration in a complex intelligent system, relating to the technical field of artificial intelligence. The scheme of the invention regards multiple agents as a group that continuously performs internal and external information interaction, and regards a single agent in the system as a particle without mass and volume, wherein each particle can independently acquire environmental information and perform interaction; different agents can adjust and optimize themselves according to the feedback information given by the environment to their own behaviors and the behaviors of other agents; and based on the environmental feedback information, the agents aim at group optimization and cooperate with each other without excessive reliance on a main controller, so that the flexibility of multi-agent collaboration and the optimization efficiency of multi-agent collaboration can be improved.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to an optimization method and system for multi-agent cooperation in a complex intelligent system. Background technique [0002] With continuous breakthroughs in the field of artificial intelligence research, RFID, micro-embedded devices and sensors are widely used in intelligent systems. Information processing capabilities can be applied to each physical component, and these components are connected through the network to realize information exchange and status recognition between each other, forming a real-time dynamic multi-agent collaborative network. Such as intelligent equipment systems, multi-robot systems, smart factories, intelligent Internet of Vehicles systems, etc., in different time and space dimensions, each agent forms a joint force through interconnection on the basis of comprehensive perception of its own operating status and environmental information...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G05B13/04
CPCG05B13/042
Inventor 任明仑黄晓地程八一褚伟朱晓曦
Owner HEFEI UNIV OF TECH
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