Formulation assistance for global optimization problems

Formulation assistance for global optimization problems

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Article ID: iaor19981854
Country: United Kingdom
Volume: 24
Issue: 12
Start Page Number: 1157
End Page Number: 1168
Publication Date: Dec 1997
Journal: Computers and Operations Research
Authors: ,
Abstract:

Most global optimization systems provide little output beyond an estimated optimum point or a failure message. Since nonlinear global optimization problems can be quite complex, more information is needed if the solution is to be trusted or if the model requires modification. We describe a system which provides measures of confidence in the returned solution, and helpful information in the case of infeasibility, unboundedness, or early termination.

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