Bidding Languages and Supplier Selection for Procurement Markets with Economies of Scale and Scope

S. Schneider, M. Bichler, Kemal Güler, Mehmet Sayal
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Abstract

Economies of scale and scope describe key characteristics of production cost functions that influence allocations and prices on procurement markets. Combinatorial auctions have been analyzed intensively, and enable the bidders to express economies of scope, but they typically are designed for single units of each item only and cannot easily be extended to the multi-unit case. Auction designs for markets with economies of scale are much less well understood, they require new bidding languages, and the supplier selection typically becomes a hard computational problem. We suggest a bidding language allowing to describe economies of scope and scale. It enables bidders to specify supply curves, representing economies of scale, and variousrebates accounting for economies of scope. In addition, we support a number of side constraints enabling the auctioneer to consider various business rules in the winner determination. We conduct computational experiments based on a branch-and-cut solver to explore the incremental computational burden to determine optimal solutions brought about by the need to express economies of scope for problems of practical size.
具有规模经济和范围经济的采购市场的投标语言和供应商选择
规模经济和范围经济描述了影响采购市场分配和价格的生产成本函数的关键特征。组合拍卖已被深入分析,并使竞标者能够表达范围经济,但它们通常只针对每件物品的单个单位而设计,不容易扩展到多单位的情况。对于规模经济市场的拍卖设计,人们知之甚少,它们需要新的投标语言,而供应商的选择通常成为一个难以计算的问题。我们建议使用一种能够描述范围和规模经济的投标语言。它使竞标者能够指定代表规模经济的供应曲线,以及考虑范围经济的各种回扣。此外,我们支持许多侧约束,使拍卖师能够在确定获胜者时考虑各种业务规则。我们进行了基于分支和切割求解器的计算实验,以探索由于实际规模的问题需要表示范围经济而带来的增量计算负担,以确定最优解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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