A stochastic assignment problem

A stochastic assignment problem

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Article ID: iaor201524054
Volume: 62
Issue: 1
Start Page Number: 23
End Page Number: 31
Publication Date: Feb 2015
Journal: Naval Research Logistics (NRL)
Authors: ,
Keywords: combinatorial optimization
Abstract:

There are n boxes with box i having a quota value m i , i = 1 … n . Balls arrive sequentially, with each ball having a binary vector X = ( X 1 , X 2 , … , X n ) attached to it, with the interpretation being that if Xi = 1 then that ball is eligible to be put in box i. A ball's vector is revealed when it arrives and the ball can be put in any alive box for which it is eligible, where a box is said to be alive if it has not yet met its quota. Assuming that the components of a vector are independent, we are interested in the policy that minimizes, either stochastically or in expectation, the number of balls that need arrive until all boxes have met their quotas.

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