Constraints :: SAS/OR(R) 13.1 User's Guide: Mathematical Programming Examples

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Constraints

The following constraints are used in this example:

bounds on variables
for $(i,j,k) \in \text {SCENARIOS3}$ and $\text {class} \in \text {CLASSES}$ ,

$\begin{align*} & \quad \sum _{\text {option} \in \text {OPTIONS}} (\Variable{S1[i,class,option]} + \Variable{S2[i,j,class,option]} + \Variable{S3[i,j,k,class,option]}) \\ & + \Variable{TransferFrom[i,j,k,class]} - \Variable{TransferTo[i,j,k,class]} \\ & \le \Argument{num\_ seats[class]} \cdot \Variable{NumPlanes} \end{align*}$
for $(i,j,k) \in \text {SCENARIOS3}$ and $\text {class} \in \text {CLASSES}$ ,

$\Variable{TransferFrom[i,j,k,class]} \le \Argument{transfer\_ fraction\_ ub} \cdot \Argument{num\_ seats[class]}$
for $(i,j,k) \in \text {SCENARIOS3}$ and $\text {class} \in \text {CLASSES}$ ,

$\Variable{TransferTo[i,j,k,class]} \le \Argument{transfer\_ fraction\_ ub} \cdot \Argument{num\_ seats[class]}$
for $(i,j,k) \in \text {SCENARIOS3}$ ,

$\sum _{\text {class} \in \text {CLASSES}} \Variable{TransferFrom[i,j,k,class]} = \sum _{\text {class} \in \text {CLASSES}} \Variable{TransferTo[i,j,k,class]}$
for $\text {class} \in \text {CLASSES}$ ,

$\sum _{\text {option} \in \text {OPTIONS}} \Variable{P1[class,option]} = 1$
for $i \in \text {SCENARIOS}$ and $\text {class} \in \text {CLASSES}$ ,

$\sum _{\text {option} \in \text {OPTIONS}} \Variable{P2[i,class,option]} = 1$
for $(i,j) \in \text {SCENARIOS2}$ and $\text {class} \in \text {CLASSES}$ ,

$\sum _{\text {option} \in \text {OPTIONS}} \Variable{P3[i,j,class,option]} = 1$
for $i \in \text {SCENARIOS}$ and $\text {class} \in \text {CLASSES}$ and $\text {option} \in \text {OPTIONS}$ ,

$\Variable{S1[i,class,option]} \le \Argument{demand[1,i,class,option]} \cdot \Variable{P1[class,option]}$
for $(i,j) \in \text {SCENARIOS2}$ and $\text {class} \in \text {CLASSES}$ and $\text {option} \in \text {OPTIONS}$ ,

$\Variable{S2[i,j,class,option]} \le \Argument{demand[2,j,class,option]} \cdot \Variable{P2[i,class,option]}$
for $(i,j,k) \in \text {SCENARIOS3}$ and $\text {class} \in \text {CLASSES}$ and $\text {option} \in \text {OPTIONS}$ ,

$\Variable{S3[i,j,k,class,option]} \le \Argument{demand[3,k,class,option]} \cdot \Variable{P3[i,j,class,option]}$
for $i \in \text {SCENARIOS}$ and $\text {class} \in \text {CLASSES}$ and $\text {option} \in \text {OPTIONS}$ ,

$\Variable{R1[i,class,option]} \le \Argument{price[1,class,option]} \cdot \Variable{S1[i,class,option]}$
for $i \in \text {SCENARIOS}$ and $\text {class} \in \text {CLASSES}$ and $\text {option} \in \text {OPTIONS}$ ,

$\begin{align*} & \quad \Argument{price[1,class,option]} \cdot \Variable{S1[i,class,option]} - \Variable{R1[i,class,option]} \\ & \le \Argument{price[1,class,option]} \cdot \Argument{demand[1,i,class,option]} \cdot (1 - \Variable{P1[class,option]}) \end{align*}$
for $(i,j) \in \text {SCENARIOS2}$ and $\text {class} \in \text {CLASSES}$ and $\text {option} \in \text {OPTIONS}$ ,

$\Variable{R2[i,j,class,option]} \le \Argument{price[2,class,option]} \cdot \Variable{S2[i,j,class,option]}$
for $(i,j) \in \text {SCENARIOS2}$ and $\text {class} \in \text {CLASSES}$ and $\text {option} \in \text {OPTIONS}$ ,

$\begin{align*} & \quad \Argument{price[2,class,option]} \cdot \Variable{S2[i,j,class,option]} - \Variable{R2[i,j,class,option]} \\ & \le \Argument{price[2,class,option]} \cdot \Argument{demand[2,j,class,option]} \cdot (1 - \Variable{P2[i,class,option]}) \end{align*}$
for $(i,j,k) \in \text {SCENARIOS3}$ and $\text {class} \in \text {CLASSES}$ and $\text {option} \in \text {OPTIONS}$ ,

$\Variable{R3[i,j,k,class,option]} \le \Argument{price[3,class,option]} \cdot \Variable{S3[i,j,k,class,option]}$
for $(i,j,k) \in \text {SCENARIOS3}$ and $\text {class} \in \text {CLASSES}$ and $\text {option} \in \text {OPTIONS}$ ,

$\begin{align*} & \quad \Argument{price[3,class,option]} \cdot \Variable{S3[i,j,k,class,option]} - \Variable{R3[i,j,k,class,option]} \\ & \le \Argument{price[3,class,option]} \cdot \Argument{demand[3,k,class,option]} \cdot (1 - \Variable{P3[i,j,class,option]}) \end{align*}$