Complex network synchronization capability optimization method and device based on particle swarm optimization
A technology of particle swarm algorithm and synchronization ability, which is applied in the direction of data exchange network, calculation, calculation model, etc., can solve the problem that the network synchronization ability cannot be optimized to the optimum, and achieve the effect of synchronization ability optimization
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[0032] The technical solutions of the present invention will be further described below in conjunction with the accompanying drawings and embodiments.
[0033] The complex network synchronization capability optimization method based on the particle swarm optimization algorithm of the present invention comprises steps:
[0034] (1) Establish an objective function to optimize network synchronization capability;
[0035] (2) Determine the constraints on the coupling strength between nodes;
[0036] (3) Input the original data, including the number of network nodes, the number of edges, etc.;
[0037] (4) Initialize the particle swarm, including initializing the position and velocity of each particle according to the coupling strength constraints between nodes, and the size of the particle swarm is m;
[0038] (5) Calculate the fitness function value of each particle according to the optimization scheme, and set the individual optimal solution pBest and the global optimal soluti...
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