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| Main Authors: | , , , , , , |
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| Format: | Preprint |
| Published: |
2023
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2311.13119 |
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| _version_ | 1866910562266382336 |
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| author | Adhikari, Kiran Ganeju, Aman Lamichhane, Iva Kumari Bhattarai, Rohit Limbu, Manghang Bhattarai, Nishma Deppe, Christian |
| author_facet | Adhikari, Kiran Ganeju, Aman Lamichhane, Iva Kumari Bhattarai, Rohit Limbu, Manghang Bhattarai, Nishma Deppe, Christian |
| contents | In this paper, we propose a novel quantum computing approach to solve the real-world problem of optimizing transportation in bustling Kathmandu city. The transportation system in Kathmandu is chaotic, with no central authority controlling the transportation. We leverage this chaotic feature in our quantum optimization procedure. The quantum chaos theory's Wigner-Dyson distribution surfaced as the most effective bus spacing distribution for a bus driver to maximize their profit. We investigate the statistical properties of the buses with real-time GPS bus location data and optimize bus spacing and interval distribution around the 27 km circular ring road in Kathmandu. Using tools like quantum simulation, eigenvalue distributions, and output wave function analysis, we show that such optimal bus spacing distribution could be achieved. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2311_13119 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Quantum optimization of coherent chaotic systems: A case for buses of Kathmandu Adhikari, Kiran Ganeju, Aman Lamichhane, Iva Kumari Bhattarai, Rohit Limbu, Manghang Bhattarai, Nishma Deppe, Christian Quantum Physics Statistical Mechanics In this paper, we propose a novel quantum computing approach to solve the real-world problem of optimizing transportation in bustling Kathmandu city. The transportation system in Kathmandu is chaotic, with no central authority controlling the transportation. We leverage this chaotic feature in our quantum optimization procedure. The quantum chaos theory's Wigner-Dyson distribution surfaced as the most effective bus spacing distribution for a bus driver to maximize their profit. We investigate the statistical properties of the buses with real-time GPS bus location data and optimize bus spacing and interval distribution around the 27 km circular ring road in Kathmandu. Using tools like quantum simulation, eigenvalue distributions, and output wave function analysis, we show that such optimal bus spacing distribution could be achieved. |
| title | Quantum optimization of coherent chaotic systems: A case for buses of Kathmandu |
| topic | Quantum Physics Statistical Mechanics |
| url | https://arxiv.org/abs/2311.13119 |