EXPERIENCE IN THE USE OF ARTIFICIAL INTELLIGENCE IN MAKING MANAGERIAL DECISIONS IN THE CONSTRUCTION OF REAL ESTATE

Q3 Engineering

Journal of Applied Engineering Science Pub Date : 2023-04-02 DOI:10.5937/jaes0-42295

V. Mishchenko, A. Semenov, N. Bredikhina, A. Bredikhin

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引用次数: 0

Abstract

The article deals with the problem of using artificial intelligence (AI) in the construction sector, since these systems are not being actively implemented, though AI capabilities can significantly simplify the entire process of erecting buildings and structures, including the development of improved business plans, adjusting the progress of the project directly on the construction site, making suggestions for management decisions in case of deviations from schedules and logistics plans. The experience of Chinese and domestic construction organizations in this area has been studied. A scheme for the implementation of an artificial intelligence system in construction production has been developed, the necessary resources for the development of machine learning in this area have been analyzed. It is concluded that for correct decision-making it is necessary to apply the principles of discrete mathematics, in particular, the distribution of expert assessments accepted as linguistic variables on the Harrington desirability scale with the construction of the membership function.

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在房地产建设管理决策中使用人工智能的经验

这篇文章讨论了在建筑领域使用人工智能(AI)的问题，因为这些系统并没有得到积极的实施，尽管人工智能能力可以大大简化建筑和结构的整个建造过程，包括制定改进的商业计划，直接在施工现场调整项目进度，在偏离进度和物流计划的情况下为管理决策提供建议。研究了中国和国内施工组织在这方面的经验。制定了在建筑生产中实施人工智能系统的方案，分析了在该领域发展机器学习所需的资源。结论是，为了正确的决策，需要应用离散数学原理，特别是专家评价作为语言变量在哈林顿可取性量表上的分布与隶属函数的构造。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Applied Engineering Science Engineering-Engineering (all)

CiteScore

2.00

自引率

0.00%

发文量

122

审稿时长

12 weeks

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