Introduction

• Overview of the challenges of conference scheduling and the potential benefits of using optimization algorithms
• Explanation of the basics of Integer Programming and its role in conference scheduling

Key Concepts

• The importance of defining clear objectives and constraints for a conference program
• The different types of variables used in Integer Programming models for conference scheduling (e.g. binary, integer, continuous)
• An overview of popular optimization algorithms and their application to conference scheduling (e.g. branch-and-bound, cutting plane methods, column generation)
• A step-by-step guide to constructing an Integer Programming model for conference scheduling, including how to formulate objectives and constraints

PyConDE / PyData 2023 Berlin Example:

• A real-world conference scheduling problem, that is for the PyConDE / PyData 2023, and how we used Integer Programming

Conclusion

• Recap of the key concepts and takeaways from the talk
• Q&A session to answer any remaining questions from the audience

Overall, this talk aims to provide attendees with a beginner-friendly introduction to Integer Programming and its applications in conference scheduling. By the end of the talk, attendees will have a better understanding of how to use optimization algorithms to create an efficient and effective conference schedule that maximizes attendee satisfaction.