Presentation 2001/11/9
Quantum Algolithms for Occupancy Problem
Akinori KAWAUCHI, Shigeru YAMASHITA, Kazuo IWAMA,
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Abstract(in English) When we put N balls N bins uniformally at randam, we obtain the highest bin which contains (*⊝)()balls with high probability. This problem has a proactical meaning such as load balancing. In this paper, we investigate to use a quantum sampling for this problem, based on Grover's quantum searching algorithm. We show that our quantum algorithm creates a bin which has Ω() balls with higt probability. However, it is known that the highest bin contains only O(ln ln N)if we choose two bins at random for each ball and put it into the one which is less full. This simple randomized algorithm significantly outperforms the quantum algorithm.
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Keyword(in English) Occupancy problem / Load balancing / Quantum computing / Grover's algorithm
Paper # CONP 2001-56
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Committee COMP
Conference Date 2001/11/9(1days)
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Registration To Theoretical Foundations of Computing (COMP)
Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) Quantum Algolithms for Occupancy Problem
Sub Title (in English)
Keyword(1) Occupancy problem
Keyword(2) Load balancing
Keyword(3) Quantum computing
Keyword(4) Grover's algorithm
1st Author's Name Akinori KAWAUCHI
1st Author's Affiliation Graduate School of Informatics, Kyoto University:Quantum Computation and Information Project, ERATO, Japan Science and Technology Corporation()
2nd Author's Name Shigeru YAMASHITA
2nd Author's Affiliation NTT Communication Science Laboratories:Quantum Computation and Information Project, ERATO, Japan Science and Technology Coporation
3rd Author's Name Kazuo IWAMA
3rd Author's Affiliation Graduate School of Informatics, Kyoto University:Quantum Computation and Information Project, ERATO, Japan Science and Technology Coporation
Date 2001/11/9
Paper # CONP 2001-56
Volume (vol) vol.101
Number (no) 431
Page pp.pp.-
#Pages 6
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