Swarm and Evolutionary Computation is the first peer-reviewed publication of its kind that aims at reporting the most recent research and developments in the area of nature-inspired intelligent computation based on the principles of swarm and evolutionary algorithms. It publishes advanced, innovative and interdisciplinary research involving the theoretical, experimental and practical aspects of the two paradigms and their hybridizations. Swarm and Evolutionary Computation is committed to timely publication of very high-quality, peer-reviewed, original articles that advance the state-of-the art of all aspects of evolutionary computation and swarm intelligence. Survey papers reviewing the state-of-the-art of timely topics will also be welcomed as well as novel and interesting applications.

Topics of interest include but are not limited to: Genetic Algorithms, and Genetic Programming, Evolution Strategies, and Evolutionary Programming, Differential Evolution, Artificial Immune Systems, Particle Swarms, Ant Colony, Bacterial Foraging, Artificial Bees, Fireflies Algorithm, Harmony Search, Artificial Life, Digital Organisms, Estimation of Distribution Algorithms, Stochastic Diffusion Search, Quantum Computing, Nano Computing, Membrane Computing, Human-centric Computing, Hybridization of Algorithms, Memetic Computing, Autonomic Computing, Self-organizing systems, Combinatorial, Discrete, Binary, Constrained, Multi-objective, Multi-modal, Dynamic, and Large-scale Optimization.

《群体与进化计算》是同类中首份经过同行评审的出版物，旨在报道基于群体和进化算法原理的自然启发式智能计算领域的最新研究和发展。它发表涉及两种范式及其混合的理论、实验和实践方面的先进、创新和跨学科研究。《群体与进化计算》致力于及时发表高质量、经过同行评审的原创文章，推动进化计算和群体智能各方面的最新发展。我们也欢迎综述当前最新主题的调查论文以及新颖有趣的应用。

感兴趣的主题包括但不限于：遗传算法和遗传编程、进化策略和进化编程、差分进化、人工免疫系统、粒子群、蚁群、细菌觅食、人工蜜蜂、萤火虫算法、和谐搜索、人工生命、数字生物、分布算法估计、随机扩散搜索、量子计算、纳米计算、膜计算、以人为本的计算、算法混合、模因计算、自主计算、自组织系统、组合、离散、二进制、约束、多目标、多模态、动态和大规模优化。

该刊已被国际权威数据库SCIE收录，该刊致力于发表经过严格同行评审的高质量原创文章，反映COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCEC-COMPUTER SCIENCE, THEORY & METHODS领域的新进展、新技术、新成果，促进该领域科研交流和科研成果转化。该刊2023年影响因子为8.2，平均审稿速度为 ，近四年来没有被列入预警名单。如果您需要投稿发表服务及指导，可以联系我们的客服老师，我们专业专注服务期刊投稿协助10年，为您提供期刊投稿个性化定制服务，并且我们确保严格保密您的个人信息及稿件内容。