中国工程科学
中國工程科學
중국공정과학
ENGINEERING SCIENCE
2010年
1期
81-85
,共5页
董前进%曹广晶%王先甲%戴会超%赵云发
董前進%曹廣晶%王先甲%戴會超%趙雲髮
동전진%조엄정%왕선갑%대회초%조운발
水文科学%粒子群优化算法%优化调度%经济运行
水文科學%粒子群優化算法%優化調度%經濟運行
수문과학%입자군우화산법%우화조도%경제운행
hydrology science%particle swarm optimization%scheduling operation%economical operation
介绍了粒子群算法的标准算法及流程,探讨了粒子群算法在水库优化调度、水电站经济运行、参数优选等水文领域中的研究成果和存在的问题,指出未来应该加强粒子群算法改进机理和收敛性能的研究,并与其他算法技术相比较、结合,拓展其在水文科学领域的应用范围,为解决水文领域中大量优化问题提供新途径.
介紹瞭粒子群算法的標準算法及流程,探討瞭粒子群算法在水庫優化調度、水電站經濟運行、參數優選等水文領域中的研究成果和存在的問題,指齣未來應該加彊粒子群算法改進機理和收斂性能的研究,併與其他算法技術相比較、結閤,拓展其在水文科學領域的應用範圍,為解決水文領域中大量優化問題提供新途徑.
개소료입자군산법적표준산법급류정,탐토료입자군산법재수고우화조도、수전참경제운행、삼수우선등수문영역중적연구성과화존재적문제,지출미래응해가강입자군산법개진궤리화수렴성능적연구,병여기타산법기술상비교、결합,탁전기재수문과학영역적응용범위,위해결수문영역중대량우화문제제공신도경.
The basic algorithm and its flow are introduced at first, then its application to scheduling opera-tion of reservoir, economic operation of hydropower and parameter calibration in hydrology field is discussed, the suggestion for future study is pointed out that should strengthen the study of adaptive mechanism and convergence performance in PSO, compare and combine with other technology, broaden the region of application to hydrology which may supply a new method for solving much optimal problem in hydrology field.