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MULTI-AGENT RESOURCE ALLOCATION (MARA) FOR MODELING CONSTRUCTION PROCESSES

机译:用于建模过程的多代理资源分配(MARA)

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Multi-Agent Resource Allocation (MARA) is a field developing solutions to the problem of distributing a number of resources amongst multiple agents. This field has interdisciplinary characteristics and relates to a wide range of applications, such as industrial procurement, scheduling and network routing. Many construction operations involve entities sharing and competing for limited resources. The decision to allocate these resources to entities usually has a significant impact on the schedule and cost of these operations. The dynamic and continuously changing nature of construction operations justifies the need for decision support tools with high adaptability and handling of uncertainty which is featured by MARA. This paper presents the main elements and techniques in MARA and discusses a sample case applying these techniques for the modeling of industrial construction assembly processes, also presents the conceptual model of the sample case and a prototype implementation of that model using Repast multi-agent simulation package.
机译:多代理资源分配(MARA)是一个用于在多个代理中分发许多资源的问题的现场开发解决方案。该领域具有跨学科特征,并涉及各种应用,例如工业采购,调度和网络路由。许多施工业务涉及实体分享和竞争有限的资源。将这些资源分配给实体的决定通常对这些业务的时间表和成本产生重大影响。施工运营的动态和不断变化的性质证明了需要具有高适应性和处理的决策支持工具的需求,该工具由Mara提供的不确定性。本文介绍了MARA中的主要元素和技术,并讨论了应用这些技术用于建模工业施工组装过程的示例案例,还介绍了使用Repast多代理仿真包的模型的样本情况和原型实施的概念模型。

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