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      <br> We propose a 2-stage stochastic programming formulation for the design of a priori delivery routes and time slot assignments and a pattern average approximation algorithm for its resolution. If effectivity additionally takes under consideration the utility losses of bidders whose reservation was canceled, we show that our mechanism matches (for appropriate values of the parameters) an upper bound on the aggressive ratio of any deterministic on-line algorithm. The mechanism in addition has optimization ensures. Its revenue is inside a continuing fraction of the a posteriori income of the Vickrey-Clarke-Groves (VCG) mechanism which is understood to be truthful (in the offline case). Our major result is an online mechanism for allocation and pricing in this mannequin with many fascinating sport-theoretic properties. Then again, media publishers (sellers) signify an unlimited and various stock, and they too search automatic, on-line mechanisms for pricing and allocating such reservations. Many advertisers (bidders) use Internet methods to buy display advertisements on publishers’ webpages or on traditional media similar to radio, Tv and newsprint. The higher a present’s scores, the more advertisers are keen to spend to get their commercials in front of many, many eyes.<br>

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