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I work in Artificial Intelligence, specifically in solving complex combinatorial optimisation problems, such as planning, scheduling, or routing with technologies such as Constraint Programming or Propositional Satisfiability (SAT).
Much of our work in St Andrews has focused on the important problem of modelling. A model in this sense is the description of the problem we wish to solve suitable for input to an automated solver - the quality of the model has a very significant impact on solving performance. We have developed a Constraint Modelling Pipeline to automate this modelling process, compiling a high-level description of a problem down to a variety of powerful solving technologies.
Much of our work in St Andrews has focused on the important problem of modelling. A model in this sense is the description of the problem we wish to solve suitable for input to an automated solver - the quality of the model has a very significant impact on solving performance. We have developed a Constraint Modelling Pipeline to automate this modelling process, compiling a high-level description of a problem down to a variety of powerful solving technologies.
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IJCAI '23: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligencepp.6833-6838, (2023)
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CoRR (2023)
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IJCAI 2023pp.1902-1910, (2023)
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International Conference on Principles and Practice of Constraint Programming (CP)pp.18:1-18:18, (2022)
International Conference on Principles and Practice of Constraint Programming (CP)pp.22:1-22:17, (2022)
arxiv(2020)
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