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A Fuzzy-Logic based Resource Levelling Optimisation Tool

机译:基于模糊逻辑的资源均衡优化工具

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This paper focuses on the development of a Resource Levelling tool that uses Fuzzy Logic to optimise the standard or “Exact” method for resource levelling on a project. Unlike extant resource levelling tools that use fuzzy logic in conjunction with other artificial intelligence techniques such as genetic algorithms, our proposed approach is an independent resource levelling algorithm that is based on fuzzy logic. The paper describes a MATLAB implementation of the algorithm along with results from an example project. Based on these results, the proposed algorithm appears to provide superior resource levelling performance when compared to traditional resource levelling approaches.
机译:本文着重于开发一种资源均衡工具,该工具使用模糊逻辑来优化项目资源均衡的标准或“精确”方法。与将模糊逻辑与其他人工智能技术(例如遗传算法)结合使用的现有资源均衡工具不同,我们提出的方法是一种基于模糊逻辑的独立资源均衡算法。本文介绍了该算法的MATLAB实现以及示例项目的结果。基于这些结果,与传统的资源均衡方法相比,所提出的算法似乎具有更高的资源均衡性能。

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