2022 4th International Conference on Data-driven Optimization of Complex Systems DOCS 2022

活动简介

The 4th International Conference on Data-driven Optimization of Complex Systems (DOCS2022) will be held on Sep. 23-25, 2022 in Chengdu, China. DOCS2022 aims to provide a high-level international forum for innovative academics and industrial experts in the related fields of data-driven optimization and its application to complex systems.

The goal of the conference is to promote research and in data-driven optimization, learning and control, and their applications to complex systems, and establish a forum for academia and industrial practitioners around the world to share ideas and present their recent research advances.

The conference will be featured by tutorials, workshops, plenary speeches given by world-leading researchers, regular sessions with a broad coverage, and special sessions focusing on popular and emerging topics. We warmly invite you to participate in DOCS2022 and look forward to seeing you in Chengdu!

Authors are warmly invited to contribute high-quality papers to DOCS2022 through https://cms.amss.ac.cn/index.php. In addition, interested researchers are encouraged to propose special sessions within the technical scopes of the conference to docs2022@126.com and https://cms.amss.ac.cn/index.php. Special sessions aim to bring together researchers to present research findings on focused topics.

Authors are invited to submit full-length papers (nominal paper length is 6-8 A4 pages) by the submission deadline through the online submission system. Special session organizers are also invited to enlist at least 6 papers with cohesive topics to form special sessions. The submission of a paper implies that the paper is original and has not been submitted under review or is not copyright protected elsewhere and will be presented by an author if accepted. All submitted papers will be refereed by experts in the field based on the criteria of originality, significance, quality, and clarity. The authors of accepted papers will have an opportunity to revise their papers and take consideration of the referees' comments and suggestions. Accepted full-length papers will be included in IEEE Xplore Digital Library and will be indexed by EI. Selected high-quality papers will be invited to be submitted to journal special issues after a substantial extension.

组委会

List of organizing committee

Honorary General Chairs

Yanrong Li, Sichuan University
Tianyou Chai, Northeastern University

General Chair

Yaochu Jin, Bielefeld University
Jiuping Xu, Sichuan University
Zhang Yi, Sichuan University

Organizing Chairs

Xiuping Zheng, Northeastern University
Dujuan Wang, Sichuan University
Tao Yang, Northeastern University

Program Chairs

Kay Chen Tan, City University of Hong Kong
Mengjie Zhang, Victoria University of Wellington
Jinliang Ding, Northeastern University
Wenli Du, East China University of Science and Technology
Huchuan Lu, Dalian University of Technology
Jun Luo, Chongqing University
Jiancheng Lv, Sichuan University
Ling Wang, Tsinghua University
Chunhua Yang, Central South University
Zhigang Zeng, Huazhong University of Science and Technology

Technical Program Chairs

Yew-Soon Ong, Nanyang Technological University
Jonathan E. Fieldsend, University of Exeter
Barbara Hammer, Bielefeld University
Yuhui Shi, Southern University of Science and Technology
Honggui Han, Beijing University of Technology
Yuzhe Li, Northeastern University
Biao Luo, Central South University
Yang Tang, East China University of Science and Technology
Handing Wang, Xidian University
Peng Yi, Tongji University
Yunqiang Yin, University of Electronic Science and Technology of China
Wenwu Yu, Southeastern University
Deming Yuan, Nanjing University of Science and Technology
Ye Yuan, Huazhong University of Science and Technology
Xingyi Zhang, Anhui University
Chunhui Zhao, Zhejiang University
Shen Yin, Norwegien University of Science and Technology

Invited Sections Chairs

Wei Dai, China University of Mining and Technology
Weinan Gao, Florida Institute of Technology
Hua Geng, Tsinghua University
Tieshan Li, University of Electronic Science and Technology of China
Jing Liang, Zhengzhou University
Jing Liu, Xidian University
Qiang Liu, Northeastern University
Jiahu Qin, University of Science and Technology of China
Guanghui Wen, Southeast University
Weiguo Xia, Dalian University of Technology
Hao Luo, Harbin Institute of Technology
Xinlei Yi, KTH Royal Institute of Technology, Sweden
Jinhui Zhang, Beijing University of Technology
Shanying Zhu, Shanghai Jiao Tong University
Chen Hongtian, University of Alberta

Publicity Chairs

Ziyang Meng, Tsinghua University
Zhengguang Wu, Zhejiang University
Yi Liu, Zhejiang University of Technology

Publications Chairs

Ran Cheng, Southern University of Science and Technology
Chaoli Sun, Taiyuan University of Technology

Financial Chairs

Chun-Yi Su, Concordia University
Wenjun Ye, Concordia University

Registration Chairs

Haiming Liang, Sichuan University
Jinxi Zhang, Northeastern University

Local Arrangements Chairs

Rui Qiu, Sichuan University
Pengyu Yan and Wei Yan, University of Electronic Science and Technology of China
Sponsor Type:1; 1; 9

征稿信息

征稿范围

Technical topics of the conference include, but are not limited to, the following areas:

Data-driven machine learning
Dynamic big data machine learning methods and techniques, deep learning, neural architecture search, reinforcement learning, statistical relational learning, transfer learning, self-supervised learning, distributed and federated machine learning, trustworthy machine learning

Data-driven optimization and decision making
Data-driven optimization algorithms, Bayesian optimization, neural combinatorial optimization, large-scale and multi-objective optimization, integration of machine learning and optimization, data-driven decision paradigm, intelligent scheduling, reinforcement learning for combinatorial optimization, distributed and federated optimization, industrial and manufacturing system analysis, and decision-making

Data-driven modeling and control
Learning and adaptive control, robust control, intelligent control, optimization-based and optimal control, model predictive control, fault detection and identification, hybrid intelligent systems, neural control, fuzzy logic control, networked control, industrial automation, intelligent transportation systems, environmental monitoring and control, intelligent manufacturing systems, green communication systems

Big data analysis and application
Big data storage and mining, data coordination, integration and processing, big data analytics and metrics, theory and methods of multi-source big data fusion, data base management systems, big data service, big data-oriented cloud computing technology, privacy preserving big data analysis, visual city data analysis, intelligent transportation data analysis, healthcare data analysis, bioinformatics

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重要日期

会议日期

09月23日

2022

至

09月25日

2022
09月25日 2022

注册截止日期

主办单位

China State Key Laboratory of Synthetical Automation for Process Industries
IEEE Computational Intelligence Society
IEEE Industrial Electronics Society