第37卷第1期工程管理学报Vol.37No.12023年02月JournalofEngineeringManagementFeb.2023基于决策者感知LeaderRank算法的复杂工程支配网络项目排序研究张可，刘思敏，张政，马敏（河海大学商学院，江苏南京211100，E-mail：kezhang@hhu.edu.cn）摘要：基于复杂工程项目支配网络，将项目节点的网络特征及决策者感知纳入项目排序系统，提出基于决策者感知LeaderRank算法的项目排序方法。从理论上阐述传统LeaderRank算法中的地面节点代表项目决策者的模拟机制；结合项目实际，构建项目节点初始重要性设置及基于决策者感知的项目重要性分配规则，对项目重要性进行综合度量。并通过两个实例，将该方法与PageRank算法，LeaderRank等算法进行对比，证明该方法区分度更高，更能满足项目管理需求。关键词：工程支配网络；决策者感知；LeaderRank算法；项目排序中图分类号：TU721文献标识码：A文章编号：1674-8859（2023）01-090-06DOI：10.13991/j.cnki.jem.2023.01.016ResearchonProjectRankingofComplexEngineeringDominatingNetworkBasedonLeaderRankAlgorithmFromthePerceptionofDecisionMakersZHANGKe，LIUSimin，ZHANGZheng，MAMin（SchoolofBusiness，HohaiUniversity，Nanjing211100，China，E-mail：kezhang@hhu.edu.cn）Abstract：Basedonthedominatingnetworkofcomplexengineeringprojects，thenetworkcharacteristicsofprojectnodesandtheperceptionofdecisionmakersareincorporatedintoaprojectrankingsystem，andaprojectrankingmethodbasedontheLeaderRankalgorithmwithconsiderationgiventotheperceptionofdecisionmakersisproposed.Firstly，thesimulationmechanismusingthegroundnodeinthetraditionalLeaderRankalgorithmthatrepresentstheprojectdecision-makerisdescribedtheoretically.Then，combinedwiththeactualsituationoftheengineeringproject，theinitialimportancesettingruleofprojectnodesandtheprojectimportanceallocationrulebasedontheperceptionofdecisionmakersareconstructed，tocomprehensivelymeasuretheprojectimportance.Finally，throughtwocasestudies，thismethodiscomparedwithPageRankalgorithm，LeaderRankalgorithmandotheralgorithmstoprovethatthismethodhashigherdiscriminationandcanbettermeettheneedsofprojectmanagement.Keywords：engineeringdominatingnetwork；decisionmakerperception；LeaderRa...
