首页> 外文期刊>Knowledge-Based Systems >Stackelberg game optimization for integrated production-distribution-construction system in construction supply chain
【24h】

Stackelberg game optimization for integrated production-distribution-construction system in construction supply chain

机译:建筑供应链中集成生产-分销-建设系统的Stackelberg博弈优化

获取原文
获取原文并翻译 | 示例
       

摘要

Although construction supply chain management has attracted significant research attention, this field remains somewhat fragmented. This paper examines an integrated production-distribution-construction system consisting of the construction department and material suppliers under a fuzzy random environment with the aim of optimizing the global equilibrium. A novel bi-level multistage programming method with multiple objective optimization is developed to examine the inherent conflicts and complex interactions among decision makers in order to obtain the Stackelberg-Nash equilibrium solution, in which the construction department, as the leader, decides on the material allocations to construction sites, while the material supplier, as the follower, produces and transports the corresponding materials. For dealing with uncertainties, a hybrid crisp approach with an expected value operator is proposed to convert the fuzzy random parameters into definitive parameters. A hybrid algorithm combining an evolved genetic algorithm and particle swarm optimization is developed to solve this novel Stackelberg game model. The results from a practical example demonstrate the practicality and efficiency of the proposed optimization method, highlight the significance of quantitative analysis for the construction supply chain, and provide objective guidelines for its real-world application.
机译:尽管建筑供应链管理已引起了广泛的研究关注,但该领域仍然有些分散。本文研究了在模糊随机环境下,由建筑部门和材料供应商组成的集成的生产,分销,建设系统,旨在优化全局平衡。开发了一种新颖的具有多目标优化的双层多阶段规划方法,以检查决策者之间的固有冲突和复杂的相互作用,以获得Stackelberg-Nash平衡解决方案,在该解决方案中,建设部门作为负责人来决定材料分配给建筑工地,而材料供应商(作为跟随者)生产和运输相应的材料。为了处理不确定性,提出了一种带有期望值算子的混合明晰方法,将模糊随机参数转换为确定参数。开发了一种结合了进化遗传算法和粒子群优化算法的混合算法来解决这种新颖的Stackelberg游戏模型。一个实例的结果证明了所提优化方法的实用性和有效性,突出了定量分析对建筑供应链的重要性,并为其实际应用提供了客观指导。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号