IEEE Computational Intelligence Magazine

IEEE Computational Intelligence Magazine is the quarterly flagship magazine of the IEEE Computational Intelligence Society, published by IEEE and launched in 2006, presenting peer-reviewed features, tutorials and columns across neural networks, fuzzy systems, evolutionary computation and learning systems, with a 2025 Journal Impact Factor of 7.7 and a rank of 37th among 210 artificial intelligence journals《IEEE 计算智能杂志》（IEEE Computational Intelligence Magazine）是（IEEE Computational Intelligence Society）的季刊旗舰杂志，由（IEEE）出版，2006 年创刊，刊载神经网络、模糊系统、进化计算与学习系统领域的同行评审专题、教程与专栏，2025 年影响因子为 7.7，在 210 种人工智能期刊中列第 37 位。

Scope

• Neural networks and learning systems form one pillar, from architectural design to training methods and their theoretical analysis神经网络与学习系统构成一大支柱，从结构设计到训练方法及其理论分析。
• Fuzzy systems and fuzzy reasoning are covered, including fuzzy control, fuzzy decision making and interpretable models模糊系统与模糊推理属于范围，包括模糊控制、模糊决策与可解释模型。
• Evolutionary computation is a third pillar, spanning genetic algorithms, genetic programming, evolutionary multiobjective optimisation and memetic computing进化计算是第三大支柱，涵盖遗传算法、遗传编程、进化多目标优化与模因计算。
• Emerging hybrid paradigms such as neuro-symbolic learning, physics-informed learning and swarm intelligence are increasingly prominent神经符号学习、物理启发学习与群体智能等新兴混合范式日益突出。
• Applications-oriented development, successful industrial implementations and design tools are explicitly sought, not only theoretical results该刊明确征集面向应用的开发、成功的工业实现与设计工具，而非仅限理论结果。
• Technology reviews, computational intelligence education and applied research are part of the editorial remit, alongside surveys that map the state of the art技术综述、计算智能教育与应用研究属于编辑范围，并包括梳理研究现状的调查文章。

History

• The magazine was launched in 2006, succeeding the society newsletter IEEE Connections as the membership's peer-reviewed publication该杂志 2006 年创刊，接替学会通讯（IEEE Connections）成为面向会员的同行评审出版物。
• Its founding editor-in-chief was Gary G. Yen, who was followed by Kay Chen Tan, Hisao Ishibuchi and Chuan-Kang Ting创刊主编为（Gary G. Yen），其后依次由（Kay Chen Tan）、（Hisao Ishibuchi）与（Chuan-Kang Ting）接任。
• The magazine moved to the ScholarOne submission system in 2020 to tighten the review workflow for authors, editors and reviewers该刊于 2020 年迁至（ScholarOne）投稿系统，以改善作者、编辑与审稿人的流程衔接。
• It publishes four issues a year and has kept a strong tutorial and perspective component alongside research features该刊每年出版四期，除研究专题外始终保持较强的教程与前瞻内容比重。
• Its impact factor was 11.356 in 2021, 9.809 in 2022, 11.2 in 2024 and 7.7 in 2025该刊影响因子 2021 年为 11.356，2022 年为 9.809，2024 年为 11.2，2025 年为 7.7。

Editors

• Min Jiang, a professor of artificial intelligence at Xiamen University in China, became editor-in-chief on 1 January 2026 after serving as an associate editor from 2022（Min Jiang）自 2026 年 1 月 1 日起任主编，他是中国厦门大学人工智能系教授，此前于 2022 至 2025 年担任该刊副编辑。
• His research covers evolutionary computation, learning-driven optimisation and physics-informed machine learning for scientific computing and engineering design其研究涵盖进化计算、学习驱动的优化，以及面向科学计算与工程设计的物理启发机器学习。
• Chuan-Kang Ting of National Tsing Hua University in Taiwan led the magazine from 2020 to 2025 and oversaw its transition to online submission台湾（National Tsing Hua University）的（Chuan-Kang Ting）于 2020 至 2025 年主持该刊，并推动其转向在线投稿。
• Standing columns include Research Frontier, Application Notes, Developmental Tools, Education Forum, Historic Perspective and Book Review常设专栏包括研究前沿、应用札记、开发工具、教育论坛、历史视角与书评。
• Each issue also carries the society president's message, conference reports, award announcements, lists of completed doctoral dissertations and a conference calendar每期另刊载学会主席致辞、会议报道、奖项公告、博士学位论文完成名录与会议日历。
• The magazine is distributed to IEEE Computational Intelligence Society members and is also available through IEEE Xplore该杂志向（IEEE Computational Intelligence Society）会员发行，并可通过（IEEE Xplore）获取。