Complex network node dynamic classification adaptive control method based on connection relationship symbol
A technology of adaptive control and connection relationship, which is applied in the direction of adaptive control, general control system, control/regulation system, etc., and can solve problems such as inapplicability
Inactive Publication Date: 2021-02-19
GUANGDONG POLYTECHNIC NORMAL UNIV
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However, this method is only for the case where the node state is a one-dimensional variable. If the state of the node is multi-dimensional, the above method is not applicable
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[0020] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with specific embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention. 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.
[0021] An adaptive control method for dynamic classification of complex network nodes based on connection relationship symbols, comprising the following steps:
[0022] S1. Strictly divide the complex network nodes into several categories according to the positive and negative signs of the complex network connection relationship, so that the connection relationship between nodes in each category is positive, and...
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The invention discloses a complex network node dynamic classification adaptive control method based on a connection relationship symbol. The method comprises the following steps: S1, strictly dividingcomplex network nodes into a plurality of classes according to the sign of a complex network connection relationship so that the connection relationship between nodes in each class is a positive value, the connection relationship among different classes is a non-positive value; s2, a connection relation subsystem and a node subsystem in the complex network are coupled with each other; s3, performing adaptive parameter estimation design on the upper bound of the connection relationship matrix; and S4, designing a controller for the node subsystem, and influencing the state of the connection relationship subsystem through a coupling item, so that dynamic classification of nodes of the complex network is realized. By means of the coupling relation between the node subsystem and the connection relation subsystem, the state of the connection relation subsystem is indirectly influenced, so that the complex network gradually tracks a known classifiable network, and the purpose of dynamic classification of the complex network is achieved.
Description
technical field [0001] The invention belongs to the technical field of automatic control, and more specifically relates to a dynamic classification adaptive control method of complex network nodes based on connection relationship symbols. Background technique [0002] In the past few years, with the continuous development of network technology and the development of modern information technology, more and more complex relationships have been produced. These complex relationships can be abstracted into complex networks. As a graph theory model of a complex system, a complex network is composed of many nodes and the connections between them. When the nodes and connections develop and change over time, a complex dynamic network is formed. From the perspective of a large system, a complex dynamic network is formed by the coupling of two subsystems, the node group and the connection relationship group. In the field of control theory research, complex dynamic networks, as an imp...
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Login to View More IPC IPC(8): G05B13/04G06F16/906G06N7/08
CPCG05B13/042G06F16/906G06N7/08
Inventor 王颀熊建斌岑健胡俊敏刘文浩李春林余得正陈康刘鸣慧钱文博
Owner GUANGDONG POLYTECHNIC NORMAL UNIV