Detecting IIS in infeasible linear programmes using techniques from goal programming
Computers and Operations Research
Introduction to Linear Optimization
Introduction to Linear Optimization
Combining Minsum And Minmax: A Goal Programming Approach
Operations Research
Goal programming approach for solving transportation problem with interval cost
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Infeasibility resolution is an important aspect of infeasibility analysis. This paper proposes a multi-objective programming model for infeasibility resolution and develops a method based on l"~ norm goal programming to solve the problem. Any solution is at least weakly efficient and any efficient solution is reachable by regulating the weights. For the special case of irreducibly inconsistent linear systems, any solution is guaranteed to be efficient. The method is capable of handling both linear and nonlinear/non-convex cases, as demonstrated by the numerical examples.