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The 2019 Workshop on AI-based Optimisation (AI-OPT 2019) will take place on 1–2 October 2019 at the University of Melbourne, Australia. Artificial Intelligence based optimisation techniques such as constraint programming, evolutionary computation, heuristic search, mixed integer programming, and swarm intelligence have found many applications in solving highly complex and challenging optimisation problems. Application domains include important areas such as cybersecurity, economics, engineering, renewable energy, health and supply chain management. The goal of this informal workshop is to bring together researchers from a wide range of AI-based optimisation areas, discuss current challenges, and foster collaborations. The workshop will consists of technical presentations and allow enough time for discussions and collaborations. PhD students and early career researchers are especially encouraged to participate.