Complex Network Science in the Era of Artificial Intelligence
LIU Jiazhen1 WANG Huandong1 DING Jingtao1 YAN Huan1 XU Fengli1 FAN Changjun 2, * LI Yong 1, * LIU Zhong 2, *
1. Department of Electronic Engineering, Tsinghua University, Beijing 100084, China; 2. School of Systems Engineering, National University of Defense Technology, Changsha 410073, China
Abstract:Artificial intelligence(AI)has made revolutionary breakthroughs in this century. The new paradigm of complex network research driven by AI methods provides a new path for the description, understanding, prediction and optimization of complex networks. By analyzing the current challenges faced by complex network scientific research and the deep connection of AI algorithms, the application of AI in complex networks in different fields is discussed. Finally, the future research development of complex network driven by AI is prospected from different types of networks such as infrastructure networks, ecological and biological networks, and social networks.
刘家臻, 王寰东, 丁璟韬, 颜欢, 徐丰力, 范长俊, 李勇,刘忠. 人工智能时代下的复杂网络[J]. 指挥与控制学报, 2024, 10(3): 255-263.
LIU Jiazhen, WANG Huandong, DING Jingtao,YAN Huan, XU Fengli,FAN Changjun, LI Yong, LIU Zhong. Complex Network Science in the Era of Artificial Intelligence. Journal of Command and Control, 2024, 10(3): 255-263.