An evolutionary model of price competition among spatially distributed firms

L.R. Waltman, N.J.P. Eck, van, Rommert Dekker, U. Kaymak

Research output: Book/ReportReportAcademic

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Abstract

Various studies have shown the emergence of cooperative behavior in evolutionary models with spatially distributed agents. We investigate to what extent these findings generalize to evolutionary models of price competition among spatially distributed firms. We consider both one- and two-dimensional models, and we vary the amount of information firms have about competitors in their neighborhood. Our computer simulations show that the emergence of cooperative behavior depends strongly on the amount of information available to firms. Firms tend to behave most cooperatively if they have only a very limited amount of information about their competitors. We provide an intuitive explanation for this phenomenon. Our simulations further indicate that three other factors in our models, namely the accuracy of firms’ information, the probability of experimentation, and the spatial distribution of consumers, have little effect on the emergence of cooperative behavior.
Original languageEnglish
Place of PublicationRotterdam
PublisherErarsmus Universiteit Rotterdam, Econometric Institute
Number of pages17
Publication statusPublished - 2011

Publication series

NameEconometric Institute Research Papers
Volume2011-09

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Price competition
Evolutionary models
Cooperative behavior
Competitors
Simulation
Spatial distribution
Computer simulation
Factors
Experimentation

Cite this

Waltman, L. R., Eck, van, N. J. P., Dekker, R., & Kaymak, U. (2011). An evolutionary model of price competition among spatially distributed firms. (Econometric Institute Research Papers; Vol. 2011-09). Rotterdam: Erarsmus Universiteit Rotterdam, Econometric Institute.
Waltman, L.R. ; Eck, van, N.J.P. ; Dekker, Rommert ; Kaymak, U. / An evolutionary model of price competition among spatially distributed firms. Rotterdam : Erarsmus Universiteit Rotterdam, Econometric Institute, 2011. 17 p. (Econometric Institute Research Papers).
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Waltman, LR, Eck, van, NJP, Dekker, R & Kaymak, U 2011, An evolutionary model of price competition among spatially distributed firms. Econometric Institute Research Papers, vol. 2011-09, Erarsmus Universiteit Rotterdam, Econometric Institute, Rotterdam.

An evolutionary model of price competition among spatially distributed firms. / Waltman, L.R.; Eck, van, N.J.P.; Dekker, Rommert; Kaymak, U.

Rotterdam : Erarsmus Universiteit Rotterdam, Econometric Institute, 2011. 17 p. (Econometric Institute Research Papers; Vol. 2011-09).

Research output: Book/ReportReportAcademic

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Waltman LR, Eck, van NJP, Dekker R, Kaymak U. An evolutionary model of price competition among spatially distributed firms. Rotterdam: Erarsmus Universiteit Rotterdam, Econometric Institute, 2011. 17 p. (Econometric Institute Research Papers).