Method for optimizing minimum broken point set based on characteristics of spatial distribution
An optimization method and spatial distribution technology, applied in data processing applications, predictions, instruments, etc., can solve problems such as dimensionality disasters, safety hazards, breakpoint sets, etc., and achieve the effect of accelerating the convergence speed
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[0028] 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 the accompanying drawings and 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.
[0029] The present invention proposes a minimum breakpoint set optimization method based on spatial distribution characteristics; the method combines the spatial separation characteristics, symmetry characteristics and clustering characteristics of MBPS with the binary particle swarm algorithm, and realizes the parallelism of MBPS in the whole network ask for. It not only effectively solves the "curse of dimensionality" problem, but also limits the range of the particle search space and improves the convergence speed of the optimization algorithm. At the same time, multiple sets of MBPS with large...
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