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Modeling and Simulation on Dynamic Allocation and Scheduling of Multi-resource problem

机译:多资源问题动态分配和调度的建模与仿真

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—Resource-constrained project scheduling and configuration determines the progress of the construction and quality. This paper proposes a simulation modeling method based on 0-1 variables according to multi-resource dynamic allocation and scheduling of discrete features, use digital circuit based simulation method to make a 0-1 variables model for multi-resource dynamic allocation and configuration problem. This paper constructs a model for dynamic resources allocation and scheduling based on priority and fuzzy theory. And use ant colony algorithm with trust mechanism to solve it. The algorithm simulates ant feeling of mutual trust and act and is subject to significant interaction between consciousness and unconsciousness in path selection, so that in the initial time to use their own experience, thereafter conditionally accept the trust mechanism for peers to influence the information volume, at the same time modify the amount of information on the path adaptively. In this way have good balance between accelerating the convergence and preventing earlymaturing, stagnation. Each ant as an Agent, the autonomy of ant Agent shall be autonomous; each has some control of their own behavior. Through the port logistics scheduling system simulation applications, the results reflect the algorithm has good convergence and meet the actual production.
机译:-Resource-约束的项目调度和配置决定了构建和质量的进度。本文提出了一种基于0-1变量的仿真建模方法,根据多资源动态分配和离散特征的调度,使用基于数字电路的仿真方法为多资源动态分配和配置问题进行0-1变量模型。本文构建了基于优先级和模糊理论的动态资源分配和调度模型。并使用蚁群算法与信任机制解决它。该算法模拟了蚂蚁的互信和行为的感觉,并且在路径选择中的意识和无意识之间的显着互动,因此在使用自己的经验的初始时间,此后有条件地接受对等体影响信息量的信任机制,同时自适应地修改路径上的信息量。以这种方式,在加速收敛性和预防早期性,停滞不前之间具有良好的平衡。每个蚂蚁作为代理人,蚂蚁的自主权应自主;每个人都有一种控制自己的行为。通过端口物流调度系统仿真应用,结果反映了算法具有良好的收敛性并满足实际生产。

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