Toward Practical Quantum Optimization: Insights from Multi-Disciplinary Domains
Prof. Chia-Ho Ou - Dept. of Computer Science and Information Engineering, NPTU
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2026-05-11 12:10:00 ~
2026-05-11 13:10:00See event details for additional info.
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R36173, 1F, Dept. of Physics, Building of Science College, NCKU
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Toward Practical Quantum Optimization: Insights from Multi-Disciplinary Domains
Prof. Chia-Ho Ou - Dept. of Computer Science and Information Engineering, NPTU
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DATE |
2026-05-11 |
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TIME |
12:10-13:10 |
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PLACE |
R36173, 1F, Dept. of Physics, Building of Science College, NCKU |
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FIELD |
Quantum Information Science |
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SPEAKER |
Prof. Chia-Ho Ou - Dept. of Computer Science and Information Engineering, NPTU |
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TITLE |
Toward Practical Quantum Optimization: Insights from Multi-Disciplinary Domains |
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ABSTRACT |
Quantum optimization is increasingly being applied to real-world combinatorial problems. This talk presents an experience-driven overview of how such methods are modeled and deployed across multiple domains, including transportation, healthcare, agriculture, and resource allocation. In our work, these problems have been formulated using QUBO-based representations and implemented on a range of computational platforms, including quantum annealers, digital annealers, and simulated annealing systems on both quantum and quantum-inspired environments. To illustrate the workflow in practice, a bike sharing system rebalancing problem is used as a representative case study. The talk highlights practical observations from real deployments and discusses current limitations and open challenges from a practitioner’s perspective. |
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