计算机应用与软件
計算機應用與軟件
계산궤응용여연건
COMPUTER APPLICATIONS AND SOFTWARE
2014年
12期
109-112
,共4页
林淞%马斌%王长涛%韩忠华%刘钊
林淞%馬斌%王長濤%韓忠華%劉釗
림송%마빈%왕장도%한충화%류쇠
CPS%粒子群算法%语义服务%多智能体系统
CPS%粒子群算法%語義服務%多智能體繫統
CPS%입자군산법%어의복무%다지능체계통
Cyber-physical system ( CPS)%Particle swarm optimisation ( PSO)%Semantic service%Multi-agent system
为了提高建筑环境水资源优化分配这一目标,提出一种基于语义服务、多智能体和CPS( Cyber-Physical Systems)系统的水资源分配模型。模型中将语义服务与智能体相结合,利用语义转换的机理分析外界环境信息并提取可利用的目标信息,为粒子群决策算法提供数据来源,以此来实现决策目标的最优化处理,由多智能体对硬件设施进行控制。通过水资源分配模型的建立与试验性应用,论证了在资源优化分配中,CPS系统下的语义智能体结构与粒子群算法的结合对水资源系统调度的稳定性、决策性和速度等方面有进一步的提高。
為瞭提高建築環境水資源優化分配這一目標,提齣一種基于語義服務、多智能體和CPS( Cyber-Physical Systems)繫統的水資源分配模型。模型中將語義服務與智能體相結閤,利用語義轉換的機理分析外界環境信息併提取可利用的目標信息,為粒子群決策算法提供數據來源,以此來實現決策目標的最優化處理,由多智能體對硬件設施進行控製。通過水資源分配模型的建立與試驗性應用,論證瞭在資源優化分配中,CPS繫統下的語義智能體結構與粒子群算法的結閤對水資源繫統調度的穩定性、決策性和速度等方麵有進一步的提高。
위료제고건축배경수자원우화분배저일목표,제출일충기우어의복무、다지능체화CPS( Cyber-Physical Systems)계통적수자원분배모형。모형중장어의복무여지능체상결합,이용어의전환적궤리분석외계배경신식병제취가이용적목표신식,위입자군결책산법제공수거래원,이차래실현결책목표적최우화처리,유다지능체대경건설시진행공제。통과수자원분배모형적건립여시험성응용,론증료재자원우화분배중,CPS계통하적어의지능체결구여입자군산법적결합대수자원계통조도적은정성、결책성화속도등방면유진일보적제고。
To improve optimised water resources allocation in building environment, we present a water resources allocation model which is based on semantic service, multi-agents and CPS system.In the model, semantic service is combined with agent, semantic translation mechanism is used to analyse external environment information and to extract useful target information, it is for providing data resources for PSO decision algorithm, so as to implement the optimised decision target processing, and to control the physical infrastructure by the agent. Through building water allocation system model and its pilot applications, we demonstrate that in optimised resources allocation, the combination of semantic agent structure and PSO in CPS system achieves the improvement in stability, decision-making property and speed of the water resources scheduling.