中国农村水利水电
中國農村水利水電
중국농촌수이수전
CHINA RURAL WATER AND HYDROPOWER
2014年
9期
76-79
,共4页
王贺龙%王士武%王思琪
王賀龍%王士武%王思琪
왕하룡%왕사무%왕사기
水库调度图%优先控制线%免疫粒子群算法
水庫調度圖%優先控製線%免疫粒子群算法
수고조도도%우선공제선%면역입자군산법
reservoir operation chart%line of priority control%immune particle swarm optimization
免疫粒子群优化算法(IA-PSO )是将免疫进化算法(IEA )中的免疫信息处理机制引入到粒子群优化算法(PSO )中,利用其特有的免疫记忆机制、浓度选择机制以及免疫接种的原理,改进PSO算法的全局寻优能力,提高收敛速度。利用IA-PSO算法优化水库调度图优先控制线,结果表明:IA-PSO算法收敛速度快,能够收敛到全局最优解。
免疫粒子群優化算法(IA-PSO )是將免疫進化算法(IEA )中的免疫信息處理機製引入到粒子群優化算法(PSO )中,利用其特有的免疫記憶機製、濃度選擇機製以及免疫接種的原理,改進PSO算法的全跼尋優能力,提高收斂速度。利用IA-PSO算法優化水庫調度圖優先控製線,結果錶明:IA-PSO算法收斂速度快,能夠收斂到全跼最優解。
면역입자군우화산법(IA-PSO )시장면역진화산법(IEA )중적면역신식처리궤제인입도입자군우화산법(PSO )중,이용기특유적면역기억궤제、농도선택궤제이급면역접충적원리,개진PSO산법적전국심우능력,제고수렴속도。이용IA-PSO산법우화수고조도도우선공제선,결과표명:IA-PSO산법수렴속도쾌,능구수렴도전국최우해。
Immune particle swarm optimization introduces the immune information handling mechanism of immune evolutionary algo-rithm into particle swarm optimization ,which improves particle swarm optimization's global optimization ability and convergence rate using its peculiar immune memory mechanism and concentration choice mechanism and immune inoculating theory .Line of priority control on reservoir operation chart is optimized by immune particle swarm optimization .The results show that the convergence rate of immune particle swarm optimization is fast and it can astringe the result to the global best .