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An R||C_{max} Quantum Scheduling Algorithm

Quantum Physics 2007-05-23 v6

Abstract

Grover's search algorithm can be applied to a wide range of problems; even problems not generally regarded as searching problems, can be reformulated to take advantage of quantum parallelism and entanglement, and lead to algorithms which show a square root speedup over their classical counterparts. In this paper, we discuss a systematic way to formulate such problems and give as an example a quantum scheduling algorithm for an RCmaxR||C_{max} problem. RCmaxR||C_{max} is representative for a class of scheduling problems whose goal is to find a schedule with the shortest completion time in an unrelated parallel machine environment. Given a deadline, or a range of deadlines, the algorithm presented in this paper allows us to determine if a solution to an RCmaxR||C_{max} problem with NN jobs and MM machines exists, and if so, it provides the schedule. The time complexity of the quantum scheduling algorithm is O(MN)\mathcal{O}(\sqrt{M^N}) while the complexity of its classical counterpart is O(MN)\mathcal{O}(M^N).

Keywords

Cite

@article{arxiv.quant-ph/0511028,
  title  = {An R||C_{max} Quantum Scheduling Algorithm},
  author = {Feng Lu and Dan C. Marinescu},
  journal= {arXiv preprint arXiv:quant-ph/0511028},
  year   = {2007}
}

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15 pages