Training Support Vector Machines with Quantum-behaved Particle Swarms Optimization

According to the characters of swarm intelligence and constrained optimization,this paper proposed a method to solve a linearly constrained quadratic optimization problem in training support vector machines with QPSO.Testified QPSO has determinate applied value in the field of support vector machines,and it is a new way for quadratic programming problem with a large number of example vectors.