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非线性整数规划问题的改进粒子群优化算法 被引量：2

Improved Particle Swarm Optimization Algorithm for Nonlinear Integer Programming Problems
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摘要 提出了一种求解非线性整数规划问题的改进粒子群优化算法.在这个算法里,对粒子群优化模型的速度方程和位置方程进行改进,加入了动态约束处理技术以提高选择最优点的能力;加入了粒子的邻域加速寻优策略以提高局部优化能力.数值结果表明所提出的算法计算精度高且稳定性好. An improved particle swarm optimization algorithm is given to solve nonlinear integer pro- gramming problems. In the algorithm, the velocity equation and the position equation of the particle swarm optimization model are improved, and a dynamic-objective constraint-handing method is used to improve the ability to select the optimal points and the acceleration optimization strategies of the parti- cle＇s neighborhood is joined to improve the local optimal ability. Experimental results show that the proposed algorithm has a high solution efficiency and stability.
作者 任再敏 高岳林 李济民 朱栋
机构地区 山西工商学院基础教学部 北方民族大学信息与系统科学研究所 山西省保德县林遮峪中学
出处 《武汉理工大学学报（交通科学与工程版）》 2012年第6期1296-1300,共5页 Journal of Wuhan University of Technology（Transportation Science & Engineering）
基金 国家自然科学基金项目(批准号:60962006) 宁夏高等学校科研项目(批准号:2009JY008)资助
关键词 非线性整数规划 粒子群优化 动态目标约束处理技术 邻域加速寻优策略 nonlinear integer programming particle swarm optimization dynamic-objective constraint- handing method neighborhood acceleration optimal strategy
分类号 TP18 [自动化与计算机技术—控制理论与控制工程]
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参考文献10

  • 1GALL D A. A practical multifactor optimization criterion[M]. New York:Wiley, 1996.
  • 2PARSOPOULOS K, VRAHATIS M. Recent approaches to global optimization problems through particle swarm optimization[J]. Natural Computing, 2002,1 (2-3) : 235- 306.
  • 3LASKARI E, PARSOPOULOS K, VRAHATIS M. Particle swarm optimization for integer programming [C]//Proc of Congress on Evolutionary Computation, Washington DC.. IEEE Computer Society, 2002 : 1582-1587.
  • 4祁辉,熊鹰,周树民.基于粒子群算法的整数规划问题的求解算法[J].江汉大学学报（自然科学版）,2009,37(1):26-29. 被引量：9
  • 5KUSUM D, SRATAP K P,KANSAL M L,et al. A real coded genetic algorithm for solving integer and mixed integer optimization problems [J]. AppliedMathematics and Computation,2009,212:505-518.
  • 6LU Haiyan,CHEN Weiqi. Self-adaptive velocity particle swarm optimization for solving constrained opti- mization problems[J]. Journal Global Optimization, 2007(2) : 138-142.
  • 7DEB K. An efficient constraint handing method for genetic algorithms[J]. Computer Methods in Ap- plied Mechanics and Engineering, 2000, 18(2-4): 311-338.
  • 8LU Haiyan,CHEN Weiqi. Dynamic-objective particle swarm optimization for constrained optimization problems[J]. Combinatorial Optimization, 2006,25 : 409-419.
  • 9DEEP K,SINGH K P,KANSAL M L,et al. A real coded genetic algorithm for solving integer and mixed integer optimization problems[J]. Applied Mathematics and Computation,2009, 212:505-518.
  • 10MOHAN C,NGUYEN H T. A controlled random search technique incorporating the simulating annealing concept for solving integer and mixed integer global optimization problems [J]. Computational Optimization and Applications, 1999,14 : 103-132.

二级参考文献1

  • 1PARSOPOULOS K E,VRAHATIS M N. Recent approaches to global optimization problems through particles swarm optimization[J]. Natural Computing, 2002,1(2-3): 235-306.

共引文献8

同被引文献14

  • 1Cervin A, Velasco M, Marti P, et al. Optimal Online Sampling Period Assignment: Theory and Experi- ments[ J]. IEEE Transactions on Control Systems Techno-logy, 2011,19 ( 4 ) : 902-910.
  • 2Ben G M,Simon D, Sename O. A Convex Optimization Approach to Feedback Scheduling [ C ]//Proceeings of the 16th Mediterranean Conference on Control and Automation. Washington D. C. , USA : IEEE Press ,2008 : 1100-1105.
  • 3Eker J,Hagander Perztn K E. A Feedback Scheduler for Real-time Controller Tasks [ J ], Control Engineering Practice ,2000,8 ( 12 ) : 1369-1378.
  • 4Ashjaei M, Liu M, Behnam M, et al. Worst-case Delay Analysis of Master-slave Switched Ethernet Net- works[ C]//Proceeings of the 2nd International Work- shop on Worst-case Traversal Time. New Yrok, USA: ACM Press ,2012 : 15-21.
  • 5Marau R, Behnam M, Iqbal Z, et al. Controlling Multi- switch Networks for Prompt Reconfiguration [ C ]// Proceeings of the 9th IEEE International Workshop on Factory Communication Systems. Washington D. C., USA : IEEE Press ,2012:233-242.
  • 6Yekeh F, Pordel M, Almeida L, et al. Exploring Alternatives to Scale FTT-SE to Large Networks [ C ]// Proceeings of the 6th IEEE International Symposium on Industrial Embedded Systems. Washington D. C. , USA: IEEE Press ,2011 : 107-110.
  • 7Yekeh F, Pordel M,Almeida L, et al. Scaling FTT-SE to Large Networks [ C ]//Proceedings of the 6th 1EEE Inter-national Symposium on Industrial Embedded Systems. Washington D. C. , USA: IEEE Press, 2011 : 226-228.
  • 8Ashjaei M, Behnam M, Nolte T, et al. A Compact Approach to Clustered Master-slave Ethernet Net- works[ C]//Proceedings of the 9th IEEE International Workshop on Factory Communication Systems. Washington D. C. , USA : IEEE Press, 2012 : 157-160.
  • 9洪晔,缪存孝,雷旭升.基于长机—僚机模式的无人机编队方法及飞行实验研究[J].机器人,2010,32(4):505-509. 被引量：20
  • 10周昊,覃征,邢剑宽.基于多Agent的多无人机协同决策算法仿真平台设计[J].系统仿真学报,2012,24(3):587-593. 被引量：17

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二级引证文献3

武汉理工大学学报（交通科学与工程版）
2012年 第6期

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