建筑工程与管理中的模糊混合技术综述

N. G. Seresht, Rodolfo Lourenzutti, A. Salah, A. Fayek
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引用次数: 9

摘要

由于建设项目的规模和复杂性日益增加,建筑工程和管理涉及到许多复杂动态过程的协调,并依赖于对不确定、不精确和不完整信息的分析,包括主观信息和语言表达信息。为了克服这些挑战,建筑研究人员已经使用了各种建模和计算技术,并将其应用于实际的建筑问题,包括模糊混合技术。模糊混合技术将模糊逻辑的类人推理能力与其他技术的能力相结合,如优化、机器学习、多标准决策(MCDM)和模拟,以利用它们的优势并克服它们的局限性。基于对建筑文献的回顾,本章确定了应用于建筑问题的最常见类型的模糊混合技术,并回顾了每一类模糊混合技术中的选定论文,以说明它们解决建筑挑战的能力。最后,本章讨论了模糊混合技术未来发展的领域,这将增加它们解决建筑相关问题的能力。本章的贡献有三个方面:(1)讨论了解决构造问题的一些标准技术的局限性,以及模糊方法与这些技术相结合以解决其局限性的方法;(2)回顾了模糊混合技术在建筑中的现有应用,以说明这些技术在解决各种建筑问题方面的能力;(3)提供了模糊混合技术在建筑中的每个类别的潜在改进,作为未来研究的领域。
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Overview of Fuzzy Hybrid Techniques in Construction Engineering and Management
Abstract Due to the increasing size and complexity of construction projects, construction engineering and management involves the coordination of many complex and dynamic processes and relies on the analysis of uncertain, imprecise and incomplete information, including subjective and linguistically expressed information. Various modelling and computing techniques have been used by construction researchers and applied to practical construction problems in order to overcome these challenges, including fuzzy hybrid techniques. Fuzzy hybrid techniques combine the human-like reasoning capabilities of fuzzy logic with the capabilities of other techniques, such as optimization, machine learning, multi-criteria decision-making (MCDM) and simulation, to capitalise on their strengths and overcome their limitations. Based on a review of construction literature, this chapter identifies the most common types of fuzzy hybrid techniques applied to construction problems and reviews selected papers in each category of fuzzy hybrid technique to illustrate their capabilities for addressing construction challenges. Finally, this chapter discusses areas for future development of fuzzy hybrid techniques that will increase their capabilities for solving construction-related problems. The contributions of this chapter are threefold: (1) the limitations of some standard techniques for solving construction problems are discussed, as are the ways that fuzzy methods have been hybridized with these techniques in order to address their limitations; (2) a review of existing applications of fuzzy hybrid techniques in construction is provided in order to illustrate the capabilities of these techniques for solving a variety of construction problems and (3) potential improvements in each category of fuzzy hybrid technique in construction are provided, as areas for future research.
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