Fuzzy Simulation Techniques in Construction Engineering and Management

Mohammad Raoufi, N. G. Seresht, N. Siraj, A. Fayek
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引用次数: 4

Abstract

Abstract Several different simulation techniques, such as discrete event simulation (DES), system dynamics (SD) and agent-based modelling (ABM), have been used to model complex construction systems such as construction processes and project management practices; however, these techniques do not take into account the subjective uncertainties that exist in many construction systems. Integrating fuzzy logic with simulation techniques enhances the capabilities of those simulation techniques, and the resultant fuzzy simulation models are then capable of handling subjective uncertainties in complex construction systems. The objectives of this chapter are to show how to integrate fuzzy logic and simulation techniques in construction modelling and to provide methodologies for the development of fuzzy simulation models in construction. In this chapter, an overview of simulation techniques that are used in construction is presented. Next, the advancements that have been made by integrating fuzzy logic and simulation techniques are introduced. Methodologies for developing fuzzy simulation models are then proposed. Finally, the process of selecting a suitable simulation technique for each particular aspect of construction modelling is discussed.
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模糊仿真技术在建筑工程与管理中的应用
几种不同的仿真技术,如离散事件仿真(DES)、系统动力学(SD)和基于主体的建模(ABM),已被用于模拟复杂的施工系统,如施工过程和项目管理实践;然而,这些技术并没有考虑到存在于许多建筑系统中的主观不确定性。将模糊逻辑与仿真技术相结合,提高了仿真技术的能力,得到的模糊仿真模型能够处理复杂建筑系统中的主观不确定性。本章的目的是展示如何在建筑建模中集成模糊逻辑和仿真技术,并为建筑中模糊仿真模型的开发提供方法。在本章中,概述了在建筑中使用的模拟技术。其次,介绍了模糊逻辑和仿真技术相结合所取得的进展。然后提出了开发模糊仿真模型的方法。最后,讨论了为建筑建模的每个特定方面选择合适的仿真技术的过程。
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