ABSTRACT Artificial Intelligence (AI) and Software Engineering are considered as significant fields to solve various problems. However, there are weaknesses in certain problem-solving in each field. Thus, this paper is a broad-based review of using artificial intelligence (AI) to improve software engineering (SE), and vice versa. As well as it intends to review the techniques developed in artificial intelligence from the standpoint of their application in software engineering. The aim of this review is highlighted in how the previous study benefited from incorporating the advantages of both fields. The researchers and practitioners on AI and SE belong to a wide range of audiences from the domains of optimization, engineering, data mining, clustering, etc., who will benefit from this study and areas for potential future research.

中文翻译：

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软件工程中的人工智能与逆：回顾

摘要 人工智能 (AI) 和软件工程被认为是解决各种问题的重要领域。但是，每个领域在解决某些问题上都存在弱点。因此，本文是对使用人工智能 (AI) 改进软件工程 (SE) 的广泛回顾，反之亦然。它还打算从人工智能在软件工程中的应用的角度来审查人工智能中开发的技术。先前的研究如何从结合两个领域的优势中受益，突出了本次审查的目的。AI 和 SE 的研究人员和从业者属于优化、工程、数据挖掘、聚类等领域的广泛受众，他们将从本研究和未来潜在研究领域中受益。