·668· 智能系统学报 第17卷 1750-1760 date setting,resource assignment,and job preemption XIE Lixia,WANG Yachao,YU Jinbo.Network secur- heuristics for the multiproject scheduling problem[J]. ity situation awareness based on neural networks[J]. Decision sciences,1990,21(2):387-402. Journal of Tsinghua university (science and technology [38]李洪波，熊励，刘寅斌.项目资源均衡研究综述.控 edition,2013,53(12:1750-1760. 制与决策，2015,30(5：769-779. [30]徐敏，陈全，张锦文，等.基于规则推理的继电保护动 LI Hongbo,XIONG Li,LIU Yinbin.A literature survey 作行为评价的新方法研究几.郑州大学学报（工学 of project resource leveling[J].Control and decision, 版)，2014.351)：116-119. 2015,30(5):769-779. XU Min,CHEN Quan,ZHANG Jinwen,et al.Research [39]HARIGA M,EL-SAYEGH S M.Cost optimization on a new method of relay protection action evaluation model for the multiresource leveling problem with al- based on rule based reasoning[].Journal of Zhengzhou lowed activity splitting[J].Journal of construction engin- University (engineering science edition),2014,35(1): eering and management,2011,137(1):56-64. 116-119 [40] BALLESTIN F,VALLS V,QUINTANILLA S. [31]文仁强，陈建国，袁宏永，等.基于蚁群优化算法的多 Scheduling projects with limited number of preemp- 级应急响应下灾后应急资源空间优化配置).清华大 tions[J].Computers operations research,2009,36(11): 学学报（自然科学版），2012,52(11)少：1591-1596 2913-2925. WEN Rengiang,CHEN Jianguo,YUAN Hongyong,et [41]ZHU Jie,LI Xiaoping,SHEN Weiming.Effective genet- al.Post-disaster emergency resource location and alloca- ic algorithm for resource-constrained project scheduling tion based on the ant colony optimal algorithm for multi- with limited preemptions[J].International journal of ma- level emergency responses[J].Journal of Tsinghua Uni- chine learning and cybernetics,2011,2(2):55-65. versity (science and technology edition),2012,52(11):1591- [42]CHENG Runwei,GEN M.Resource constrained project 1596. scheduling problem using genetic algorithms[J].Intelli- [32]刘衍民.一种求解约束优化问题的混合粒子群算法 gent automation&soft computing,1997,3(3):273-286. [J].清华大学学报（自然科学版），2013,53(2)： [43]KELLEY J E.The critical-path method:resources plan- 242-246. ning and scheduling[J].Industrial scheduling,1963, LIU Yanmin.Hybrid particle swarm optimizer for con- 347-365 strained optimization problems[J].Journal of Tsinghua [44]段鹏飞，余杰，聂慧，等.求解广义优先关系下多技能 University (science and technology edition),2013, 人员项目调度问题的改进布谷鸟搜索算法)计算机 53(2:242-246. 应用研究，2018,35(5)：1315-1319. [33]BALLESTIN F.VALLS V.OUINTANILLA S.Pre- DUAN Pengfei,YU Jie,NIE Hui,et al.Improved emption in resource-constrained project scheduling[J]. cuckoo search algorithm for multi-skilled resource con- European journal of operational research,2008,189(3): strained project scheduling problems with generalized 1136-1152. precedence relations[J].Application research of com- [34]寿涌毅.资源受限多项目调度的模型与方法[M.杭 puters,2018,35(5):1315-1319. 州：浙江大学出版社，2010 [45]LI Zhangtao,YUAN Xiaoxiao,TANG Xianglong,et al. [35]DEMEULEMEESTER E L.HERROELEN W S.An ef- A moving block sequence-based evolutionary algorithm ficient optimal solution procedure for the preemptive re- for resource-constrained project scheduling problems[J] source-constrained project scheduling problem[J]. International journal of bio-inspired computation,2019. European journal of operational research,1996,90(2): 142:85. 334-348. [46]MA Zhiqiang,HE Zhengwen,WANG Nengmin,et al.A [36]丁雪枫，尤建新.多模式资源受限项目调度问题的混 genetic algorithm for the proactive resource-constrained 合优化算法研究[J.中国管理科学，2012,20(S1): project scheduling problem with activity splitting[J]. 154-159. IEEE transactions on engineering management,2019, DING Xuefeng,YOU Jianxin.Studies on A hybrid op- 66(3):459-474 timal algorithm for multi-mode resource-constrained [47]DAI Huafeng,CHENG Wenming,GUO Peng.An im- project scheduling problem[J].Chinese journal of man- proved tabu search for multi-skill resource-constrained agement science,2012,20(S1):154-159. project scheduling problems under step-deterioration[J]. [37]BOCK D B,PATTERSON J H.A comparison of due Arabian journal for science and engineering,2018,1750−1760. XIE Lixia, WANG Yachao, YU Jinbo. Network secur￾ity situation awareness based on neural networks[J]. Journal of Tsinghua university (science and technology edition), 2013, 53(12): 1750−1760. 徐敏, 陈全, 张锦文, 等. 基于规则推理的继电保护动 作行为评价的新方法研究 [J]. 郑州大学学报 (工学 版), 2014, 35(1): 116−119. XU Min, CHEN Quan, ZHANG Jinwen, et al. Research on a new method of relay protection action evaluation based on rule based reasoning[J]. Journal of Zhengzhou University (engineering science edition), 2014, 35(1): 116−119. [30] 文仁强, 陈建国, 袁宏永, 等. 基于蚁群优化算法的多 级应急响应下灾后应急资源空间优化配置 [J]. 清华大 学学报 (自然科学版), 2012, 52(11): 1591−1596. WEN Renqiang, CHEN Jianguo, YUAN Hongyong, et al. Post-disaster emergency resource location and alloca￾tion based on the ant colony optimal algorithm for multi￾level emergency responses[J]. Journal of Tsinghua Uni￾versity (science and technology edition), 2012, 52(11): 1591− 1596. [31] 刘衍民. 一种求解约束优化问题的混合粒子群算法 [J]. 清华大学学报 (自然科学版), 2013, 53(2): 242−246. LIU Yanmin. Hybrid particle swarm optimizer for con￾strained optimization problems[J]. Journal of Tsinghua University (science and technology edition), 2013, 53(2): 242−246. [32] BALLESTÍN F, VALLS V, QUINTANILLA S. Pre￾emption in resource-constrained project scheduling[J]. European journal of operational research, 2008, 189(3): 1136–1152. [33] 寿涌毅. 资源受限多项目调度的模型与方法 [M]. 杭 州: 浙江大学出版社, 2010. [34] DEMEULEMEESTER E L, HERROELEN W S. An ef￾ficient optimal solution procedure for the preemptive re￾source-constrained project scheduling problem[J]. European journal of operational research, 1996, 90(2): 334–348. [35] 丁雪枫, 尤建新. 多模式资源受限项目调度问题的混 合优化算法研究 [J]. 中国管理科学, 2012, 20(S1): 154−159. DING Xuefeng, YOU Jianxin. Studies on A hybrid op￾timal algorithm for multi-mode resource-constrained project scheduling problem[J]. Chinese journal of man￾agement science, 2012, 20(S1): 154−159. [36] [37] BOCK D B, PATTERSON J H. A comparison of due date setting, resource assignment, and job preemption heuristics for the multiproject scheduling problem[J]. Decision sciences, 1990, 21(2): 387–402. 李洪波, 熊励, 刘寅斌. 项目资源均衡研究综述 [J]. 控 制与决策, 2015, 30(5): 769−779. LI Hongbo, XIONG Li, LIU Yinbin. A literature survey of project resource leveling[J]. Control and decision, 2015, 30(5): 769−779. [38] HARIGA M, EL-SAYEGH S M. Cost optimization model for the multiresource leveling problem with al￾lowed activity splitting[J]. Journal of construction engin￾eering and management, 2011, 137(1): 56–64. [39] BALLESTÍN F, VALLS V, QUINTANILLA S. Scheduling projects with limited number of preemp￾tions[J]. Computers & operations research, 2009, 36(11): 2913–2925. [40] ZHU Jie, LI Xiaoping, SHEN Weiming. Effective genet￾ic algorithm for resource-constrained project scheduling with limited preemptions[J]. International journal of ma￾chine learning and cybernetics, 2011, 2(2): 55–65. [41] CHENG Runwei, GEN M. Resource constrained project scheduling problem using genetic algorithms[J]. Intelli￾gent automation & soft computing, 1997, 3(3): 273–286. [42] KELLEY J E. The critical-path method: resources plan￾ning and scheduling[J]. Industrial scheduling, 1963, 347−365. [43] 段鹏飞, 余杰, 聂慧, 等. 求解广义优先关系下多技能 人员项目调度问题的改进布谷鸟搜索算法 [J]. 计算机 应用研究, 2018, 35(5): 1315−1319. DUAN Pengfei, YU Jie, NIE Hui, et al. Improved cuckoo search algorithm for multi-skilled resource con￾strained project scheduling problems with generalized precedence relations[J]. Application research of com￾puters, 2018, 35(5): 1315−1319. [44] LI Zhangtao, YUAN Xiaoxiao, TANG Xianglong, et al. A moving block sequence-based evolutionary algorithm for resource-constrained project scheduling problems[J]. International journal of bio-inspired computation, 2019, 14(2): 85. [45] MA Zhiqiang, HE Zhengwen, WANG Nengmin, et al. A genetic algorithm for the proactive resource-constrained project scheduling problem with activity splitting[J]. IEEE transactions on engineering management, 2019, 66(3): 459–474. [46] DAI Huafeng, CHENG Wenming, GUO Peng. An im￾proved tabu search for multi-skill resource-constrained project scheduling problems under step-deterioration[J]. Arabian journal for science and engineering, 2018, [47] ·668· 智 能 系 统 学 报 第 17 卷