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一类随机多目标二次线性规划模型的交互式算法 被引量:3

INTERACTIVE ALGORITHM FOR A CLASS OF STOCHASTIC MULTI-OBJECTIVE QUADRATIC-LINEAR PROGRAMMING MODELS
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摘要 针对线性约束条件下带有一个二次目标函数和多个线性目标函数的随机多目标决策问题,借助参考方向法和权重法对该决策问题的期望值模型进行标量化,获得了关于期望值模型的(恰当/弱)有效解的充要条件,引入Achievement函数建立了一类随机多目标二次线性规划模型的交互式计算方法. In this paper, a stochastic multi-objective programming model with one qua-dratic and several linear objectives is introduced, which is to be optimized subject to linear constraints. By means of the expectation of random variables, the reference direction approach and the weighted sums approach are used to make the expectation model scalar. At the same time, the sufficient and necessary conditions about (properly, weakly) efficient solutions are obtained and an interactive algorithm is proposed for a class of stochastic multiple objective quadratic linear programming.
作者 徐玖平 李军
出处 《系统科学与数学》 CSCD 北大核心 2002年第1期96-106,共11页 Journal of Systems Science and Mathematical Sciences
基金 国家自然科学基金(70171021)资助课题
关键词 多目标决策 交互式算法 有效解 多目标二次线性规划 Multi-objective decision-making, interactive algorithm, (weakly)efficient so-lution, (stochastic) multi-objective quadratic-linear programming.
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参考文献10

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同被引文献38

  • 1吴清烈,徐南荣.基于目标满意度多目标决策的改进交互式方法[J].管理工程学报,1996,10(4):217-222. 被引量:16
  • 2Bruno Urli, Raymond Nadeau. PROMISE/scenarios: an interactive method for multiobiective stochastic linear programming under partial uncertainty [J]. European Journal of Operational Research, 2004(155) :361-372. 被引量:1
  • 3Maria M. Munoz, Francisco Ruiz. ISTMO:an interval reference point-based method for stochastic multiobjective programming problems[J]. Europe- an Journal of Operational Research, 2009 ( 197 ) : 25- 35. 被引量:1
  • 4R Caballearo, E Cerd. Efficient solution concepts and their relations on stochastic multiobjective programming[J]. Journal of Optimization Theory and Applications,2001, 110(1) :53-74. 被引量:1
  • 5Enrique Ballestero. Stochastic goal programming:a mean-variance approach [J]. European Journal of Operational Research, 2001 ( 131 ) : 476-481. 被引量:1
  • 6Francisco Ruiz, Mariano Luque. An additive achievement scalarizing function for multiobjective programming problems[J]. European Journal of Operational Research, 2008(188): 683-694. 被引量:1
  • 7F Ben Abdelaziz, S Krichen. An interactive method for the optimal selection problem with two decision makers[J]. European Journal of Operational Research. 2005(162) :602-609. 被引量:1
  • 8Mariano Luque, Kaisa Miettinen. Incorporating preference information in interactive reference point methods for multiobjective optimization[J]. The International Journal of Management Science, 2009(37) :450-462. 被引量:1
  • 9Carla Oliveira, Carlos Henggeler Antunes. Multiple objeetive linear programming models with interval coefficients--an illustrated overview[J]. European Journal of Operational Research,2007(181) :1 434- 1 463. 被引量:1
  • 10Maria M Muoz,Francisco Ruiz.ISTMO:an interval reference point-based method for stochastic multiobjective programming problems[J].European Journal of Operational Research,2009,(197):25-35. 被引量:1

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