Two constraints are parallel and point in opposite directions, making the model infeasible. A student claims that either constraint must be redundant because they are parallel. Why is this reasoning incorrect?
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This reasoning is incorrect because parallel constraints can still conflict and create an empty feasible region. A constraint is redundant only if removing it does not change the feasible region; in this case, both constraints may be necessary to create the infeasibility.
The student's reasoning is incorrect because parallel constraints only become redundant if they point in the same direction. When parallel constraints point in opposite directions, they can completely exclude each other, creating an impossible situation where no solution can exist at all.
Parallel constraints are not necessarily redundant because if they point in opposite directions, they can conflict with each other and make the model infeasible; redundancy means a constraint does not restrict the feasible region.
The student’s reasoning is incorrect because parallel constraints pointing in opposite directions eliminate all shared space, making the model infeasible rather than redundant. Redundancy only occurs when a constraint does not restrict the feasible region because another, tighter constraint already covers its entire area.
The reasoning is incorrect because parallel constraints are not automatically redundant. If two constraints are parallel but point in opposite directions, they can create a contradiction and make the problem infeasible. For example, \(x \le 5\) and \(x \ge 10\) are parallel constraints, but neither is redundant because each imposes a different restriction. Instead, together they leave no feasible region. A constraint is redundant only when removing it does not change the feasible region.
The reasoning is incorrect because parallel constraints can still both be necessary. If they point in opposite directions and do not overlap, they can create an infeasible region. Neither constraint is redundant because removing either one may change the feasible region.
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Parallel constraints are not automatically redundant. If they point in opposite directions and conflict, they can make the model infeasible because no solution satisfies both constraints.