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。