26.2 OBJECTIVES AND CONSTRAINTS
Objectives are those things we want to minimize, or maximize.
- some combination of factors
Expressed as a function of variables that provides a value
Consider the example of building a fenced pasture. In this case when the area becomes too large, there is a reduced value. We want to maximize the value of V.
Figure 26.1 Example cost function for building a fence around a pasture
The cost function can be written as..
Figure 26.2 A subroutine for cost function calculation
Constraints are boundaries that cannot be crossed.
Example of constraints, the pasture cannot be larger than one 1600m be 1600m beacuse of the constraints of an existing road system.
Figure 26.3 Example constraint functions for a pasture
The cost function can be written as..
Figure 26.4 A subroutine for cost function calculation
Slack variables allow constraints to be considered as part of the cost function. Helps with a system with many local minimum.
Figure 26.5 Example of slack variables for including constraints
The cost function can be written as..
Figure 26.6 A subroutine for cost function calculation
