Surprisingly Popular Algorithm-based Adaptive Euclidean Distance Topology Learning PSO
Xuan Wu,
Jizong Han,
Quanlong Cui
et al.
Abstract:The surprisingly popular algorithm (SPA) is a powerful crowd decision model proposed in social science, which can identify the knowledge possessed in of the minority. We have modelled the SPA to select the exemplars in PSO scenarios and proposed the Surprisingly Popular Algorithm-based Comprehensive Adaptive Topology Learning Particle Swarm Optimization. Due to the significant influence of the communication topology on exemplar selection, we propose an adaptive euclidean distance dynamic topology maintenance. … Show more
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