Round Elimination in Exact Communication Complexity

We study two basic graph parameters, the chromatic number and the orthogonal rank, in the context of classical and quantum exact communication complexity. In particular, we consider two types of communication problems that we call promise equality and list problems. For both of these, it was already known that the one-round classical and one-round quantum complexities are characterized by the chromatic number and orthogonal rank of a certain graph, respectively. In a promise equality problem, Alice and Bob must decide if their inputs are equal or not. We prove that classical protocols for such problems can always be reduced to one-round protocols with no extra communication. In contrast, we give an explicit instance of a promise problem that exhibits an exponential gap between the one- and two-round exact quantum communication complexities. Whereas the chromatic number thus captures the complete complexity of promise equality problems, the hierarchy of "quantum chromatic numbers" (starting with the orthogonal rank) giving the quantum communication complexity for every fixed number of communication rounds thus turns out to enjoy a much richer structure. In a list problem, Bob gets a subset of some finite universe, Alice gets an element from Bob's subset, and their goal is for Bob to learn which element Alice was given. The best general lower bound (due to Orlitsky) and upper bound (due to Naor, Orlitsky, and Shor) on the classical communication complexity of such problems differ only by a constant factor. We exhibit an example showing that, somewhat surprisingly, the four-round protocol used in the bound of Naor et al. can in fact be optimal. Finally, we pose a conjecture on the orthogonality rank of a certain graph whose truth would imply an intriguing impossibility of round elimination in quantum protocols for list problems, something that works trivially in the classical case.

[1]  A. Pati Minimum classical bit for remote preparation and measurement of a qubit , 1999, quant-ph/9907022.

[2]  H. S. WITSENHAUSEN,et al.  The zero-error side information problem and chromatic numbers (Corresp.) , 1976, IEEE Trans. Inf. Theory.

[3]  D. Leung,et al.  Entanglement can Increase Asymptotic Rates of Zero-Error Classical Communication over Classical Channels , 2010, Communications in Mathematical Physics.

[4]  Andrew Chi-Chih Yao,et al.  Quantum Circuit Complexity , 1993, FOCS.

[5]  A. Holevo Bounds for the quantity of information transmitted by a quantum communication channel , 1973 .

[6]  R. McEliece,et al.  The Lovasz bound and some generalizations , 1978 .

[7]  Simon Litsyn,et al.  Survey of binary Krawtchouk polynomials , 1999, Codes and Association Schemes.

[8]  László Lovász,et al.  On the Shannon capacity of a graph , 1979, IEEE Trans. Inf. Theory.

[9]  Moni Naor,et al.  Three results on interactive communication , 1993, IEEE Trans. Inf. Theory.

[10]  Jop Briët,et al.  On the orthogonal rank of Cayley graphs and impossibility of quantum round elimination , 2016, ArXiv.

[11]  David E. Roberson,et al.  Bounds on Entanglement Assisted Source-channel Coding Via the Lovász Theta Number and Its Variants , 2014, TQC.

[12]  Gilles Brassard,et al.  Tight bounds on quantum searching , 1996, quant-ph/9605034.

[13]  D. Kleitman On a combinatorial conjecture of Erdös , 1966 .

[14]  Alexander Schrijver,et al.  A comparison of the Delsarte and Lovász bounds , 1979, IEEE Trans. Inf. Theory.

[15]  M. Laurent,et al.  Complexity of the positive semidefinite matrix completion problem with a rank constraint , 2012, 1203.6602.

[16]  Andrew Chi-Chih Yao,et al.  Some complexity questions related to distributive computing(Preliminary Report) , 1979, STOC.

[17]  Chris D. Godsil,et al.  Coloring an Orthogonality Graph , 2008, SIAM J. Discret. Math..

[18]  G. Brassard,et al.  Quantum Amplitude Amplification and Estimation , 2000, quant-ph/0005055.

[19]  Franz Rendl,et al.  A semidefinite programming-based heuristic for graph coloring , 2008, Discret. Appl. Math..

[20]  Harry Buhrman,et al.  Violating the Shannon capacity of metric graphs with entanglement , 2012, Proceedings of the National Academy of Sciences.

[21]  A. Razborov Communication Complexity , 2011 .

[22]  Nicolas Gisin,et al.  Quantum communication , 2017, 2017 Optical Fiber Communications Conference and Exhibition (OFC).

[23]  Alon Orlitsky,et al.  Worst-case interactive communication - II: Two messages are not optimal , 1991, IEEE Trans. Inf. Theory.

[24]  Andris Ambainis,et al.  Quantum search algorithms , 2004, SIGA.

[25]  Avi Wigderson,et al.  Quantum vs. classical communication and computation , 1998, STOC '98.

[26]  Private Communications , 2001 .

[27]  Harry Buhrman,et al.  Quantum Computing and Communication Complexity , 2001, Bull. EATCS.

[28]  Lov K. Grover A fast quantum mechanical algorithm for database search , 1996, STOC '96.

[29]  Philippe Delsarte,et al.  Association Schemes and Coding Theory , 1998, IEEE Trans. Inf. Theory.

[30]  H. Lo Classical-communication cost in distributed quantum-information processing: A generalization of quantum-communication complexity , 1999, quant-ph/9912009.

[31]  Charles H. Bennett,et al.  Teleporting an unknown quantum state via dual classical and Einstein-Podolsky-Rosen channels. , 1993, Physical review letters.

[32]  David E. Roberson,et al.  Bounds on Entanglement-Assisted Source-Channel Coding via the Lovász \(\vartheta \) Number and Its Variants , 2013, IEEE Transactions on Information Theory.

[33]  Alon Orlitsky,et al.  Worst-case interactive communication I: Two messages are almost optimal , 1990, IEEE Trans. Inf. Theory.

[34]  Shenggen Zheng,et al.  Generalizations of the distributed Deutsch–Jozsa promise problem , 2014, Mathematical Structures in Computer Science.

[35]  Vladimir I. Levenshtein,et al.  Krawtchouk polynomials and universal bounds for codes and designs in Hamming spaces , 1995, IEEE Trans. Inf. Theory.

[36]  Debbie W. Leung,et al.  Improving zero-error classical communication with entanglement , 2009, Physical review letters.

[37]  Gilles Brassard,et al.  Quantum Counting , 1998, ICALP.

[38]  Zoltán Füredi On r-Cover-free Families , 1996, J. Comb. Theory, Ser. A.

[39]  Simone Severini,et al.  Kochen–Specker Sets and the Rank-1 Quantum Chromatic Number , 2011, IEEE Transactions on Information Theory.

[40]  René Peeters,et al.  Orthogonal representations over finite fields and the chromatic number of graphs , 1996, Comb..

[41]  Simone Severini,et al.  On the Quantum Chromatic Number of a Graph , 2007, Electron. J. Comb..

[42]  P. Delsarte AN ALGEBRAIC APPROACH TO THE ASSOCIATION SCHEMES OF CODING THEORY , 2011 .

[43]  Miklós Ruszinkó,et al.  On the Upper Bound of the Size of the R-Cover-Free Families , 1993, Proceedings. IEEE International Symposium on Information Theory.