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Explore the application of quantum and hybrid algorithms in solving complex routing problems during this 40-minute seminar talk. Delve into the world of NP-hard routing problems, focusing on the Vehicle Routing Problem (VRP) and its variants. Gain insights into formal definitions and popular formulations of these combinatorial optimization problems as QUBO problems. Discover various quantum and hybrid (quantum-classical) solvers capable of tackling these challenges, and examine experimental results comparing their performance to classical solvers. Conclude with a discussion on potential research directions and opportunities for collaboration in this cutting-edge field of study.
