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Artificial Intelligence Solutions for Urban Land Dynamics: A Review

机译:城市土地动力学的人工智能解决方案:综述

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Artificial intelligence (Al) systems are widely accepted as a technology offering an alternative way to tackle complex and dynamic problems in urban studies. The goal of this article is a review of current literature in the field of planning and Al. The aim of this review is to increase the understanding of how Al approaches urban and land dynamics modeling processes and how, as a result, researchers can structure that knowledge and choose the correct approaches to embed in their models. For this purpose, the authors review the applications of Al techniques in urban land dynamics domain as well as the emerging challenges they face. The authors discuss hybrid Al systems as a need resulting from the trend in planning policy to develop more holistic approaches. The authors conclude that, although challenges exist, Al-based approaches offer promising solutions for urban and land dynamics.
机译:人工智能(Al)系统已被广泛接受,它是一种解决城市研究中复杂和动态问题的替代方法。本文的目的是回顾规划和铝领域的最新文献。这篇综述的目的是加深对Al如何处理城市和土地动力学建模过程的理解,以及因此研究人员如何构造该知识并选择正确的方法嵌入其模型中。为此,作者回顾了铝技术在城市土地动力领域中的应用以及它们面临的新挑战。作者讨论了混合Al系统的需要,这是由于计划政策趋向于发展更全面的方法而引起的。作者得出的结论是,尽管存在挑战,但基于铝的方法为城市和土地动力提供了有希望的解决方案。

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