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Fig. 20.3
An example of solution to the ring star problem
Using binary variables x ij to indicate if node j is assigned to concentrator i,
i;j 2 V , with x ii D 1 indicating that i is selected as concentrator, and variables z ij
to indicate if edge f i;j g2 E is used in the cycle, the problem can be formulated as:
Minimize X
i2V
X
c ij x ij C X
fi;jg2E
d ij z ij
(20.30)
j2V
X
subject to
x ij D 1
j 2 V;
(20.31)
i2V
X
z ij D 2x ii i 2 V;
(20.32)
jWfi;jg2ı.fig/
X
z jk 2 X
i2W
x ii W V nf r g ;i 2 W; (20.33)
fj;kg2ı.W/
x rr D 1
(20.34)
x ij 2f 0;1 g
i;j 2 V;
(20.35)
z ij 2f 0;1 g
f i;j g2 E;
(20.36)
where, for any W V , ı.W/ Dff i;j g2 E W i W; j 2 W g denotes the cut
induced by W . Constraints ( 20.31 ) ensure that each node is linked to one of the
 
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