<  Back to the Polytechnique Montréal portal

Multiple-round timber auction design and simulation

Farnoush Farnia, Jean-Marc Frayret, Luc LeBel and Catherine Beaudry

Article (2013)

[img]
Preview
Accepted Version
Terms of Use: Creative Commons Attribution Non-commercial No Derivatives.
Download (1MB)
Cite this document: Farnia, F., Frayret, J.-M., LeBel, L. & Beaudry, C. (2013). Multiple-round timber auction design and simulation. International Journal of Production Economics, 146(1), p. 129-141. doi:10.1016/j.ijpe.2013.06.012
Show abstract Hide abstract

Abstract

This paper presents a multiple-round timber auction simulation, developed in order to study various configurations of auction design. In this study, simultaneous sequential timber auctions are modelled and analysed using agent-based simulation technology. As there are many individual items in the auction to be sold, the auction designer defines several rounds that are sequential at pre-defined intervals. At each round, the auction designer announces several simultaneous auctions. Since bidders are offered different items at each round, a mathematical linear programing model for selecting the best set of items to bid for is presented. Different bidding patterns are simulated and compared in various setup configurations. The most advanced of these strategies are adaptive and use agent-learning capability. The comparisons include the success rate of winning the auction and the winning price per m3. This study suggests an efficient bidding pattern for bidders to bid in order to achieve to their goal and increase their profit. Similarly, in order to increase profit, the auctioneer (i.e. the government) needs to control several auction parameters including the number of auctions per year, the lot size, the auction periodicity, and the number of bidders. This study also suggests parameters configurations that to maximise revenue for the auctioneer.

Uncontrolled Keywords

Timber auction, Sequential auction, Learning strategy, Multi agent system, Allocation

Open Access document in PolyPublie
Subjects: 1300 Génie forestier > 1302 Exploitation forestière
1600 Génie industriel > 1600 Génie industriel
Department: Département de mathématiques et de génie industriel
Research Center: Non applicable
Funders: OR@C Research Consortium, CRSNG
Date Deposited: 03 Oct 2016 11:50
Last Modified: 24 Oct 2018 16:12
PolyPublie URL: https://publications.polymtl.ca/2310/
Document issued by the official publisher
Journal Title: International Journal of Production Economics (vol. 146, no. 1)
Publisher: Elsevier
Official URL: https://doi.org/10.1016/j.ijpe.2013.06.012

Statistics

Total downloads

Downloads per month in the last year

Origin of downloads

Dimensions

Repository Staff Only