Market power and efficiency in a computational electricity market with discriminatory double-auction pricing
- 1 October 2001
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Evolutionary Computation
- Vol. 5 (5) , 504-523
- https://doi.org/10.1109/4235.956714
Abstract
This study reports experimental market power and efficiency outcomes for a computational wholesale electricity market operating in the short run under systematically varied concentration and capacity conditions. The pricing of electricity is determined by means of a clearinghouse double auction with discriminatory midpoint pricing. Buyers and sellers use a modified Roth-Erev individual reinforcement learning algorithm (1995) to determine their price and quantity offers in each auction round. It is shown that high market efficiency is generally attained and that market microstructure is strongly predictive for the relative market power of buyers and sellers, independently of the values set for the reinforcement learning parameters. Results are briefly compared against results from an earlier study in which buyers and sellers instead engage in social mimicry learning via genetic algorithms.Keywords
This publication has 13 references indexed in Scilit:
- Concentration and capacity effects on electricity market powerPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Experimental analysis of the efficiency of uniform-price versus discriminatory auctions in the England and Wales electricity marketJournal of Economic Dynamics and Control, 2001
- Structure, behavior, and market power in an evolutionary labor market with adaptive searchJournal of Economic Dynamics and Control, 2001
- An illustration of the essential difference between individual and social learning, and its consequences for computational analysesJournal of Economic Dynamics and Control, 2000
- Experience-weighted Attraction Learning in Normal Form GamesEconometrica, 1999
- Learning in extensive-form games: Experimental data and simple dynamic models in the intermediate termGames and Economic Behavior, 1995
- Characterizing effective trading strategiesJournal of Economic Dynamics and Control, 1994
- Spot Market Competition in the UK Electricity IndustryThe Economic Journal, 1993
- Allocative Efficiency of Markets with Zero-Intelligence Traders: Market as a Partial Substitute for Individual RationalityJournal of Political Economy, 1993
- Competition in the British Electricity Spot MarketJournal of Political Economy, 1992