Exponential Separation of Quantum and Classical Online Space Complexity

  • Authors:
  • François Le Gall

  • Affiliations:
  • The University of Tokyo, Department of Computer Science, 7-3-1 Hongo, Bunkyo-ku, 113-0033, Tokyo, Japan and Japan Science and Technology Agency, ERATO-SORST Quantum Computation and Information Pro ...

  • Venue:
  • Theory of Computing Systems - Special Issue: Symposium on Parallelism in Algorithms and Architectures 2006; Guest Editors: Robert Kleinberg and Christian Scheideler
  • Year:
  • 2009

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Abstract

Although quantum algorithms realizing an exponential time speed-up over the best known classical algorithms exist, no quantum algorithm is known performing computation using less space resources than classical algorithms. In this paper, we study, for the first time explicitly, space-bounded quantum algorithms for computational problems where the input is given not as a whole, but bit by bit. We show that there exist such problems that a quantum computer can solve using exponentially less work space than a classical computer. More precisely, we introduce a very natural and simple model of a space-bounded quantum online machine and prove an exponential separation of classical and quantum online space complexity, in the bounded-error setting and for a total language. The language we consider is inspired by a communication problem (the disjointness function) that Buhrman, Cleve and Wigderson used to show an almost quadratic separation of quantum and classical bounded-error communication complexity. We prove that, in the framework of online space complexity, the separation becomes exponential.