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L 2
L 2
C 2
C 2
R 2
E 2
E 2
x 2
x 2
R 1
E
E
R 1
R 2
C 2
C 2
x 1
x 1
0
E 1
L 1
0
E 1
L 1
(a)
(b)
L 2
L 2
E 2
E 2
C
x 2
x 2
E
E
C
x 1
x 1
0
E 1
L 1
0
E 1
L 1
(c)
(d)
Fig. 1.11 Basins of attraction for the Cournot duopoly when firms use partial adjustment towards
the best response with linear demand/quadratic cost. Light grey basin of E 1 ; dark grey basin of
E 2 ; white basin of the 2-cycle C 2 .( a ) Full adjustment, a 1 D a 2 D 1. The basins are rectangular.
( b ) Partial adjustment, a 1 D 0:97, a 2 D 0:98. The basins lose their rectangular shape. ( c ) Partial
adjustment, a 1 D 0:93, a 2 D 0:95. The basin of C 2 shrinks. ( d ) Partial adjustment, a 1 D 0:9,
a 2 D
0:92. The 2-cycle C 2 has become unstable, and its basin has disappeared
As a final remark we note that although the cyclic outcome C 2 is an attrac-
tor from a mathematical point of view, it has several shortcomings as a potential
description of real-world economic behavior. First, whereas convergence to a steady
state implies that the players' naive expectations are fulfilled at least in the long
run, a sustained low-periodic oscillation implies that the players' expectations are
permanently wrong. It seems plausible that in such a situation the players would
learn how to improve their forecasts. Second, although profits are always positive
in all Nash equilibria, this is not necessarily true in general for the cycle C 2 .Asan
example consider again the best reply dynamics, where C 2 D ˚ .0;0/ I x 1 ;x 2 .
The corresponding profits along the 2-cycle are ' k .0;0/ D 0 for firm k, with
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