Xingping Sun

Model selection of polynomial kernel regression

2015 · arXiv (Cornell University)

Polynomial kernel regression is one of the standard and state-of-the-art learning strategies. However, as is well known, the choices of the degree of polynomial kernel and the regularization parameter are still open in the realm …

Research on Swarm Size of Multi-swarm Particle Swarm Optimization Algorithm

2018

Particle swarm optimization (PSO) is an algorithm widely used to solve optimization problems. Multi-swarm particle swarm optimization (MSPSO) is a form of particle swarm optimization (PSO). The swarm size of the multi-swarm particle swarm optimization …