Conference ID: 55193X

Call for Papers (pdf)

The 4th International Conference on Data-driven Optimization of Complex Systems (DOCS2022) will be held on Oct. 28-30, 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 approved by the conference review team 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.

Special Session 1:Learning-based optimization and application

Special Session 2:Data Management and Data Factor Market

Special Session 3:Data-driven Fault Diagnosis and Fault-Tolerant Control Approaches for Complex Industrial Systems

Special Session 4:Multi-Objective Evolutionary Optimization and Its Applications

Special Session 5:Data-based learning for control and optimization of complex networked systems

Special Session 6:Distributed Data-Driven Control and Optimization for Smart Secure Transportation--Zero Carbon Energy--Polymorphic Information System

Special Session 7:Data Science, Control and Optimization in Complex Systems

Special Session 8:Advanced Machine Learning Methods and Applications

Special Session 9:Stochastic configuration networks for industrial data analytics

Special Session 10:Evolutionary Optimization of Complex Systems

Special Session 11:Physics Knowledge-Informed Learning in Process Data Analytics

Special Session 12:Data-driven Control of Complex Networked Systems and Its Applications