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

Key Topics

• Data-driven optimization and decision-making
  • Bayesian optimization
  • Data-driven optimization algorithms
  • Large-scale and multi-objective optimization
  • Neural combinatorial optimization
  • Data-driven decision paradigm
  • Integration of machine learning and Optimization
  • Reinforcement learning of combinatorial Optimization
  • Intelligent scheduling
  • Industrial and manufacturing system analysis and decision-making
  • Distributed and joint optimization
  • LLM-assisted optimization
  • Diffusion model optimization
• Data-driven Learning
  • Deep learning
  • Artificial intelligence ( AI )
  • Transfer learning
  • Reinforcement learning
  • Distributed and joint machine learning
  • Self-supervised learning
  • Generative models
  • Trusted machine learning
  • Automatic verification of LLMs
  • Llarge language models ( LLMs )
  • AI for science and engineering
  • Coordination of small and large models
  • AI for the arts
  • AI for education and society
  • AI for security
• Data-driven modeling and control
  • Robust control
  • Learning and adaptive control
  • Optimal control based on optimization
  • Intelligent control
  • Fault detection and identification
  • Model predictive control
  • Neural control
  • Hybrid intelligent system
  • Networked control
  • Fuzzy logic control
  • Intelligent transportation system
  • Industrial automation
  • Intelligent manufacturing system
  • Environmental monitoring and control
  • Green communication system
• Big data analysis and application
  • Data coordination
  • Big data storage and mining
  • Big data analysis and measurement
  • Integration and processing
  • Database management system
  • Multi-source big data fusion theory and method
  • Big data oriented cloud computing technology
  • Big data service
  • Visual urban data analysis
  • Privacy protection big data analysis
  • Health care data analysis
  • Intelligent transportation data analysis
  • Bioinformatics