Energy-saving thrust distribution method for dynamic positioning based on improved differential evolution mechanism
A technology of dynamic positioning and improved differential, which is applied in the direction of control/regulation system, instrument, adaptive control, etc., and can solve problems such as thrust restricted area, propeller thrust and angle change rate limitation, difficulty in finding the optimal solution of thrust distribution, etc. Achieve the effects of increasing diversity, improving convergence speed and accuracy, and reasonable thrust distribution
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[0040] The present invention will be further explained below in conjunction with the accompanying drawings and specific embodiments.
[0041] A brief description of the differential evolution algorithm is as follows:
[0042] Mutation: Mutation is a very important link in the reproductive cycle. It randomly selects three parent individuals from the population to produce experimental individuals. In the mutation operation, the experimental individual variable x' i According to the following formula to get:
[0043] x' i =x r1 +F(x r2 -x r3 ) (1)
[0044] where x r1 , x r2 and x r3 is a randomly selected variable and r1≠r2≠r3, F is a scaling factor used to control the total amount of perturbation in the mutation process and improve the convergence speed, and its value range is [0,1].
[0045] Crossover: The crossover operation is similar to the exchange and recombination of two fragments of a gene according to a certain probability to produce offspring individuals. Th...
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