关键词: 现场可编程门阵列（FPGA）, 可并行性分析, 收敛速度, 收敛精度

Abstract: The structure about the Quantum-behaved PSO algorithm QPSO and an improved hybrid QPSO algorithm with cooperative method between particles CQPSO，whose structure can be parallel is analysed.Then combing with FPGA technology characters which can be parallel processing of information，indicates the convergence of particles performance in parallel operation mode.Experiments verify the QPSO and CQPSO algorithm which can be parallel and get the related data about the convergence performance of the particles.The data show that CQPSO algorithm is far superior to QPSO algorithm in the convergence accuracy of particles，but CQPSO algorithm is far lower than the QPSO algorithm in the convergence speed of the particles.

Key words: Field-Programmable Gate Array（FPGA）, parallel analysis, convergence speed, convergence accuracy