BOLIB: Bilevel Optimization LIBrary of test problems

Zhou, Shenglong, Zemkoho, Alain and Tin, Andrey (2020) BOLIB: Bilevel Optimization LIBrary of test problems. In, Dempe, Stephan and Zemkoho, Alain (eds.) Bilevel optimization: advances and next challenges. Springer, pp. 563-580. (In Press)

Record type: Book Section

Abstract

Abstract This paper presents the Bilevel Optimization LIBrary of the test problems (BOLIB–for short), which contains a collection of test problems, with continuous variables, to help support the development of numerical solvers for bilevel optimization. The first version of the library, available at arxiv.org/abs/1812.00230, is made of 124 examples of nonlinear bilevel optimization problems. This version contains 173 examples with 138 nonlinear (including the 124 from the first version), 24 linear, and 11 simple bilevel optimization problems. This expansion of BOLIB further establishesit as the largest bilevel optimization library of test problems. Moreover, asthe library is computation-enabled with the MATLAB m-files of all the examples, it provides a uniform basis for testing and comparing algorithms. The library, together with all the related codes, is freely available at biopt.github.io/bolib.

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BOLIBver2 - Accepted Manuscript

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