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Economic Models - Convex Optimization

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Health Service Management 155<br />

Table 3.<br />

Employees’salary at the initial and final year of the planning period.<br />

Groups (i)<br />

Number<br />

of group<br />

members<br />

(X i )<br />

Annual<br />

salary at<br />

year t 0 ,for<br />

all the<br />

members of<br />

group i (in<br />

thousand )<br />

Annual<br />

rate of<br />

increase,<br />

R i (in %)<br />

R i<br />

Salary at<br />

final year t f ,<br />

for all the<br />

members of<br />

group i<br />

(in )<br />

Average<br />

per person<br />

at each<br />

group (c c i )<br />

1 10 260 6.5 356,222 35,622.2<br />

2 1 24.7 6 33,054 33,054<br />

3 3 54.6 4.5 68,040 22,680<br />

4 14 163.8 4 199,290 14,235<br />

5 3 58.5 4.9 74,307 24,769<br />

6 1 27.3 5.8 36,190 36,190<br />

7 3 32.76 3.8 39,476 13,158.666<br />

8 4 41.6 3.6 49,647 12,411.75<br />

9 4 42.64 3.5 50,643 12,660.75<br />

10 10 101.4 3.4 119,851 11,985.10<br />

Another point of interest refers to the average working hours of the<br />

members of each group. The relative figures are analytically presented in<br />

Table 4.<br />

It can be easily verified that in Table 4, column 5 is obtained by multiplying<br />

the elements of column 4 by 52.<br />

Denoting by X 22+i (i = 1,...,10) the total average working hours per<br />

year for all the group members, then I may write<br />

X 22+i = w i × X i (i = 1,...,10). (4)<br />

3. The Nature of the Problem<br />

Given all the information presented in Tables 1–4, the resultant problem<br />

is, how to formulate a feasible operating plan, which should combine<br />

the desired salary increases and the full utilization of working hours,<br />

the expenses incurred, together with the desired gross profit at the final<br />

year set by the decision maker, in the best possible way with the minimum<br />

sacrifice. This problem can be answered by the goal programming<br />

method, originally developed by Charnes and Cooper (1961). It should

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