Ship grid reconstruction method based on ring topology gauss dynamic particle swarm optimization algorithm
A particle swarm optimization and ring topology technology, applied in computing, computing models, instruments, etc., can solve problems such as long computing time, no adaptive improvement, and inability to meet the real-time requirements of ship power grid reconstruction problems, and achieve success in improving rate, increase population diversity, and increase likelihood
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[0024] The present invention will be further described below in conjunction with the accompanying drawings and simulation examples.
[0025] Algorithm flow chart of the present invention is as figure 1 shown.
[0026] Step 1: Set the main parameters of the GDPS optimization algorithm, and randomly initialize the population in the problem solution space.
[0027] Step 2: Determine whether the iterative process of the population is less than N 1 , if so then use Evaluate the population as an objective function; otherwise, select M optimal particles and use evaluated as an objective function.
[0028] Step 3: Determine whether the fitness of each particle in the current population is better than that of each particle in the past; if so, update the optimal fitness and individual of each particle, otherwise, go to step 4.
[0029] Step 4: Update the position vectors of all particles in the current population according to the position calculation formula of the GDPS optimizat...
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