• DocumentCode
    3078994
  • Title

    A bin-packing system for objects with sizes from a finite set: Necessary and sufficient conditions for stability and some applications

  • Author

    Courcoubetis, C.A. ; Weber, R.R.

  • Author_Institution
    AT&T Bell Laboratories, Murray Hill, NJ
  • fYear
    1986
  • fDate
    10-12 Dec. 1986
  • Firstpage
    1686
  • Lastpage
    1691
  • Abstract
    Objects of various integer sizes, o1 .... on, on, are to be packed together into bins of size N as they arrive at a service facility. The number of objects of size oi which arrive by time t is Ai t, where the components of At = (A1 t, ....., An t) are independent renewal processes, with At/t ?? ?? at t ?? ??. The empty space in those bins which are neither empty nor full at time t is called the wasted space and the system is declared stabilizable if for some finite B there exists a bin-packing algorithm whose use guarantees the expected wasted space is less than B for all t. We show that the system is stabilizable if the arrival processes are Poisson and ?? lies in the interior of a certain convex polyhedral cone ??. In this case there exists a bin-packing algorithm which stabilizes the system without needing to know ??. However, if ?? lies on the boundary of ?? the wasted space grows as O(??t) and if ?? is exterior to ?? it grows as O(t); these conclusions hold even if objects may be repacked as often as desired. We give two interesting applications of the above results. In the first we consider the case in which the bins are of size N1, N2 ..... NK. In the second we allow the size of the arriving objects to be drawn from an arbitrary continuous distribution.
  • Keywords
    Algorithm design and analysis; Control systems; Costs; Educational institutions; Helium; Manufacturing; Size control; Stability; Stochastic systems; Sufficient conditions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 1986 25th IEEE Conference on
  • Conference_Location
    Athens, Greece
  • Type

    conf

  • DOI
    10.1109/CDC.1986.267222
  • Filename
    4049069