Special Cases Alternate optimal solutions in LP problem are possible when the slope of the objective function is equal to the slope of one of the constraints. Unboundedness in LP model is the presence of one or more constraints that do not affect the feasible solution region. Infeasibility in LP model arises when some constraints contradict each other. Unboundedness in LP model exists in maximization problem when the objective function can be made infinitely large as some constraints are missing