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Contact Now. The spectrum auction is a one-sided smart market which is cleared by an integer program. These combinatorial auctions are cleared as bid, rather than at prices based on dual variables.

Only recently have researchers found robust means to obtain dual variables from integer programs. Companies and governments sometimes use smart markets in procurement, as for transportation services.

The Chilean government, for example, uses a smart market to choose caterers for school meal programs.

The system ensures that the class seats go to those students who most want them, while ensuring that the number of students in each class stays within the room capacity.

Smart markets are now being proposed for environmental services, including water. A smart market formulation may be written as a net pool, in which the decision variables explicitly calculate buys and sells, and the market model clears only those quantities.

The net pool market can be mathematically infeasible if participants are unwilling to trade sufficient quantities to allow feasibility.

Alternatively, the formulation may be a gross pool, in which the decision variables determine total quantities that each participant receives; the market manager calculates net sales after the model's solution, based on participants' initial holdings.

The gross pool market will tend to be mathematically feasible, but could have an unacceptably high cost in the optimal objective value, should buy bids be too low compared to sell offers.

The difference between these two formulations is only technical, as the market designs are economically equivalent by the Coase theorem.

From Wikipedia, the free encyclopedia. Smart computer-assisted markets. Smith, and R. Bluffing NY Times. A security-constrained bid-clearing system for the NZ wholesale electricity market.

IEEE Trans. Power Systems, 13 2 , W, Read E. G and Ring B. Sharkey, Y. Spiegel and S. Wilkie Sotkiewicz, B.

Hobbs, M. Rothkopf, W. Stewart Effective market-clearing prices in markets with non-convexities. European Journal of Operational Research.

Sankaran, and L. Schrage Dinar, et al. Env and Resource Economics 17 4 , Springer Publishing. Geological Survey Open—File Report — Categories : Types of auction.

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