期刊简介
Algorithms (ISSN 1999-4893；CODEN: ALGOCH) 创刊于2008年，最新Impact Factor 2.1，CiteScore 4.5，是一本国际化、经同行评审的开放获取期刊，涵盖计算机科学、计算数学、人工智能、自动化与控制系统、理论、方法与跨学科应用、数据与信息系统，以及软件工程等领域，并专注于算法及其应用相关的研究。目前，Algorithms 期刊已被Scopus、ESCI (Web of Science)、Ei Compendex、Inspec、CNPIEC等数据库收录。
期刊主页：https://www.mdpi.com/journal/algorithms
Time to First Decision: 17.8 Days
Acceptance to Publication: 3.6 Days
01 期刊Scope
期刊范围包括但不限于：
人工智能；
机器学习；
算法工程；
算法理论；
计算机视觉；
图像处理及其应用；
分布式与并行算法；
组合优化；
数学规划；
数值分析；
语言处理算法；
生产调度问题；
数学与计算机科学中其他领域的跨学科应用。
02 期刊主编
Prof. Dr. Frank Werner
Otto-von-Guericke-University, Germany
精选文章
1. A Deep Analysis of Brain Tumor Detection from MR Images Using Deep Learning Networks
使用深度学习网络对脑肿瘤MRI图像的深度分析
https://doi.org/10.3390/a16040176
2. Improved Object Detection Method Utilizing YOLOv7-Tiny for Unmanned Aerial Vehicle Photographic Imagery
基于YOLOv7-Tiny的无人机图像改进目标检测方法
https://doi.org/10.3390/a16110520
3. Physics-Informed Deep Learning for Traffic State Estimation: A Survey and the Outlook
用于交通状态估计的物理信息深度学习：综述与展望
https://doi.org/10.3390/a16060305
4. V-SOC4AS: A Vehicle-SOC for Improving Automotive Security
V-SOC4AS：用于提升汽车安全性的车辆安全运营中心
https://doi.org/10.3390/a16020112
5. Optimizing Automated Trading Systems with Deep Reinforcement Learning
基于深度强化学习的自动交易系统优化
https://doi.org/10.3390/a16010023
6. A Novel Intelligent Method for Fault Diagnosis of Steam Turbines Based on T-SNE and XGBoost
基于T-SNE与XGBoost的汽轮机故障诊断智能新方法
https://doi.org/10.3390/a16020098
7. Fourier Neural Operator for Fluid Flow in Small-Shape 2D Simulated Porous Media Dataset
用于二维小型孔隙介质流动模拟数据的傅里叶神经算子
https://doi.org/10.3390/a16010024
8. Exploring the Use of Artificial Intelligence in Agent-Based Modeling Applications: A Bibliometric Study
人工智能在基于智能体建模中的应用探索：一项文献计量学研究
https://doi.org/10.3390/a17010021
9. Design Optimization of Truss Structures Using a Graph Neural Network-Based Surrogate Model
基于图神经网络代理模型的桁架结构优化设计
https://doi.org/10.3390/a16080380
10. Program Code Generation with Generative AIs
使用生成式人工智能进行程序代码生成
https://doi.org/10.3390/a17020062
特刊推荐
1.Facility Layout Optimization: Bridging Theory and Practice
Submission deadline: 31 October 2025
Guest Editor: Dr. Rafał Michalski
https://www.mdpi.com/journal/algorithms/special_issues/8WE2C11R7N
2.Hybrid Intelligent Algorithms (2nd Edition)
Submission deadline: 31 October 2025
Guest Editor: Prof. Dr. Grigorios Beligiannis
https://www.mdpi.com/journal/algorithms/special_issues/Q664QG92P7
3.Artificial Intelligence Algorithms for Prediction, Control, Classification, Regression, and Intelligent Signal Processing in Industry
Submission deadline: 31 October 2025
Guest Editors: Prof. Dr. Igor Aizenberg, Dr. Antonio Luchetta, Dr. Marco Bindi and Dr. Matteo Intravaia
https://www.mdpi.com/journal/algorithms/special_issues/NUW5T5QGL5
4.Artificial Intelligence in Modeling and Simulation (2nd Edition)
Submission deadline: 30 November 2025
Guest Editors: Dr. Nuno Fachada and Dr. Nuno David
https://www.mdpi.com/journal/algorithms/special_issues/UIGD99EL87
5.Artificial Intelligence Algorithms in Sustainability
Submission deadline: 31 December 2025
Guest Editors: Prof. Dr. Juvenal Rodriguez-Resendiz and Dr. José Manuel Álvarez-Alvarado
https://www.mdpi.com/journal/algorithms/special_issues/J475P1GFOO
6.Blockchain and Big Data Analytics: AI-Driven Data Science
Submission deadline: 31 December 2025
Guest Editor: Prof. Dr. Sergey Y. Yurish
https://www.mdpi.com/journal/algorithms/special_issues/61AO75DW9F
7.Artificial Intelligence for More Efficient Renewable Energy Systems
Submission deadline: 31 December 2025
Guest Editors: Dr. Mostefa Kermadi and Dr. Jinning Zhang
https://www.mdpi.com/journal/algorithms/special_issues/M705N0AAZ1
期刊奖项
Best Paper Award
Winner announcement: 30 April 2026
https://www.mdpi.com/journal/algorithms/awards/3394
Outstanding Reviewer Award
Winner announcement: 31 March 2026
https://www.mdpi.com/journal/algorithms/awards/3178
作者指南
如您对投稿有任何疑问，欢迎阅读作者指南 (https://www.mdpi.com/journal/algorithms/instructions)，或联系Algorithms 期刊编辑部 algorithms@mdpi.com。
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