The 6th International Conference on Data-driven Optimization of Complex Systems (DOCS 2024)

The 6th International Conference on Data-driven Optimization of Complex Systems

Hangzhou, China | August 16-18, 2024

309debbca93397d0dc90c56bfe95ce21_326230403154519809.gif 309debbca93397d0dc90c56bfe95ce21_326230403154519809.gif Please fill in DOCS at the invitation code when submitting the sponsor's paper


Paper Submission Deadline

Notification of Acceptance

Camera-Ready Submission

Early Bird Registration

June 29, 2024

July 8, 2024

July 15, 2024

July 20, 2024

Welcome to the official website of The 6th International Conference on Data-driven Optimization of Complex Systems (DOCS 2024).

The 6th International Conference on Data-driven Optimization of Complex Systems (DOCS 2024) warmly invites submissions from researchers, practitioners, and academics in the expansive field related to data-driven optimization of complex systems. We encourage interested authors to submit previously unpublished contributions from a broad range of including but not limited to the following.

● Data-driven Learning: Artificial intelligence ( AI ), Deep learning, Reinforcement learning, Transfer learning, Self-supervised learning, Distributed and joint machine learning, Trusted machine learning, Generative models, Large language models ( LLMs ), Automatic verification of LLMs, Coordination of small and large models, AI for science and engineering, AI for education and society, AI for the arts, AI for security;

● 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 of combinatorial, Optimization, Distributed and joint optimization, Industrial and manufacturing, System analysis and decision-making, Diffusion model optimization, LLM-assisted optimization;

● Data-driven modeling and control: Learning and adaptive control, Robust control, Intelligent control, Optimal control based on optimization, Model predictive control, Fault detection and identification, Hybrid intelligent system, Neural control, Fuzzy logic control, Networked control, Industrial automation, Intelligent transportation system, Environmental monitoring and control, Intelligent manufacturing system,Green communication system;

● Big data analysis and application: Big data storage and mining, Data coordination, Integration and processing, Big data analysis and measurement, Multi-source big data fusion theory and method, Database management system, Big data service, Big data oriented cloud computing technology, Privacy protection big data analysis, Visual urban data analysis, Intelligent transportation data analysis, Health care data analysis, Bioinformatics;

DOCS 2023.png

The 5th International Conference on Data-driven 

Optimization of Complex Systems, DOCS 2023

DOCS 2022.png

The 4th International Conference on Data-driven 

Optimization of Complex Systems, DOCS 2022

DOCS 2019.png

The 3rd Symposium on Data-driven Optimization of Complex Systems, DOCS 2019


● The submitted papers must not be under consideration elsewhere.

● Please send the full paper(word+pdf) to Submission System(Chinese)Submission System(English).

● Please submit the full paper, if presentation and publication are both needed.

● Please submit the abstract only, if you just want to make presentations.

● Templates Download.

● Should you have any questions, or you need any materials in English, please contact



(ISBN: 979-8-3503-7784-2)

● All papers, both invited and contributed, the accepted papers, will be published by IEEE and submitted for inclusion into IEEE Xplore subject to meeting IEEE Xplore's scope and quality requirements, and also submitted to EI Compendex and Scopus for indexing. All conference proceedings paper can not be less than 4 pages. 


● DOCS 2024 has been approved by IEEE and being online on IEEE conference search (click)

Note: All submitted articles should report original results, experimental or theoretical, not previously published or being under consideration for publication elsewhere. Articles submitted to the conference should meet these criteria. We firmly believe that ethical conduct is the most essential virtue of any academics. Hence, any act of plagiarism or other misconduct is totally unacceptable and cannot be tolerated.

DOCS 2023 had been successfully held on September 22-24, 2023 in Tianjin, China.

DOI: 10.1109/DOCS60977.2023

IEEE Xplore
Ei Compendex


DOCS 2022 had been successfully held on October 28-30, 2022 in Chengdu, China.

DOI: 10.1109/DOCS55193.2022

IEEE Xplore
Ei Compendex



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  Technical Sponsor

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