A 0-1 Integer Model Example

 

 

A community council must decide which recreation facilities to construct in its community. Four new recreation facilities have been proposed a swimming pool, a tennis center, an athletic field, and a gymnasium. The council wants to construct facilities that will maximize the expected daily usage by the residents of the community subject to land and cost limitations. The expected daily usage and cost and land requirements for each facility follow.

 

 

Recreation Facility

Expected Usage

(people/day)

 

Cost ($)

Land Requirements

(acres)

Swimming pool

Tennis center

Athletic field

Gymnasium

300

90

400

150

35,000

10,000

25,000

90,000

4

2

7

3

 

The community has a $120,000 construction budget and 12 acres of land. The swimming pool and tennis center must be built on the same part of the land parcel; however, only one of these two facilities can be constructed. The council wants to know which of the recreation facilities to construct in order to maximize the expected daily usage. The model for this problem is formulated as follows.

 

maximize Z = 300x1 + 90x2 + 400x3 + 150x4

subject to

$35,000x1 + 10,000x2 + 25,000x3 + 90,000x4 < $120,000

4x1 + 2x2 + 7x3 + 3x4 < 12 acres

x1 + x2 < 1 facility

x1, x2, x3, x4 = 0 or 1

 

where

 

x1 = construction of a swimming pool

x2 = construction of a tennis center

x3 = construction of an athletic field

x4 = construction of a gymnasium