A novel monotonization transformation for some classes of global optimization problems

A novel monotonization transformation for some classes of global optimization problems

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Article ID: iaor20072090
Country: Singapore
Volume: 23
Issue: 3
Start Page Number: 371
End Page Number: 392
Publication Date: Sep 2006
Journal: Asia-Pacific Journal of Operational Research
Authors: ,
Abstract:

A novel monotonization method is proposed for converting a non-monotone programming problem into a monotone programming problem. An equivalent monotone programming problem with only inequality constraints is obtained via this monotonization method. Then the existing convexification and concavification methods can be used to convert the monotone programming problem into an equivalent better-structured optimization problem.

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