• DocumentCode
    3123619
  • Title

    On the query computation and verification of functions

  • Author

    Das, Hirakendu ; Jafarpour, Ashkan ; Orlitsky, Alon ; Pan, Shengjun ; Suresh, Ananda Theertha

  • Author_Institution
    Univ. of California at San Diego, La Jolla, CA, USA
  • fYear
    2012
  • fDate
    1-6 July 2012
  • Firstpage
    2711
  • Lastpage
    2715
  • Abstract
    In the query model of multi-variate function computation, the values of the variables are queried sequentially, in an order that may depend on previously revealed values, until the function´s value can be determined. The function´s computation query complexity is the lowest expected number of queries required by any query order. Instead of computation, it is often easier to consider verification, where the value of the function is given and the queries aim to verify it. The lowest expected number of queries necessary is the function´s verification query complexity. We show that for all symmetric functions of independent binary random variables, the computation and verification complexities coincide. This provides a simple method for finding the query complexity and the optimal query order for computing many functions. We also show that if the symmetry condition is removed, there are functions whose verification complexity is strictly lower than their computation complexity, and mention that the same holds when the independence or binary conditions are removed.
  • Keywords
    binary codes; decision trees; query processing; binary conditions; binary random variables; functions verification; multivariate function computation; query complexity; query computation; symmetric functions; Boolean functions; Complexity theory; Educational institutions; Indexes; Information theory; Random variables; USA Councils;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
  • Conference_Location
    Cambridge, MA
  • ISSN
    2157-8095
  • Print_ISBN
    978-1-4673-2580-6
  • Electronic_ISBN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2012.6284010
  • Filename
    6284010