Algorithms for general nonlinear bilevel programs

Algorithms for general nonlinear bilevel programs

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Article ID: iaor1995715
Country: Czech Republic
Volume: 2
Issue: 2
Start Page Number: 101
End Page Number: 117
Publication Date: Apr 1993
Journal: Central European Journal of Operations Research
Authors: ,
Keywords: bilevel optimization
Abstract:

This paper addresses a general nonlinear nonconvex bilevel programming problem (BLPP). Such problems may have proper local solutions, and thus often require special (often laborious) enumeration methods to guarantee global optimality. However, some economic models are known to be free of such difficulties, and the authors investigate methods using gradient information from the lower-level problem that can be used to develop efficient algorithms guaranteed to converge to regular points of a BLPP under appropriate conditions.

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