Book

Stephan Dempe and Alain B. Zemkoho (eds). Bilevel Optimization: Advances and Next Challenges. Springer, 2020

Refereed papers

Alain B Zemkoho. Estimates of generalized Hessians for optimal value functions in mathematical programming. Set-Valued and Variational Analysis, in press, 2021 [open access] Andreas Fischer, Alain B Zemkoho, and Shenglong Zhou. Semismooth Newton-type method for bilevel optimization: Global convergence and extensive numerical experiments. Optimization Methods and Software, in press, 2021 [open access] Anthony J Dunn, Mohamed H ElRefai, Paul R Roberts, Stefano Coniglio, Benedict M Wiles, and Alain B Zemkoho. Deep learning methods for screening patients' S-ICD implantation eligibility. Artificial Intelligence in Medicine, in press, 2021 [arXiv] L.C. Dinh, T.-D. Nguyen, A.B. Zemkoho, L. Tran-Thanh. Last Round Convergence and No-Dynamic Regret in Asymmetric Repeated Games. Proc. Machine Learning Research 132:1-25, 2021 [arXiv] A.B. Zemkoho, S. Zhou. Theoretical and numerical comparison of the Karush-Kuhn-Tucker and value function reformulations in bilevel optimization. Computational Optimization and Applications, 78:625-674, 2021 [open access] J. Fliege, A. Tin, A.B. Zemkoho. Gauss-Newton-type methods for bilevel optimization. Computational Optimization and Applications, 78:793-824, 2021, [open access] P. Mehlitz, A.B. Zemkoho. Sufficient optimality conditions in bilevel programming. Mathematics of Operations Research, accepted for publication, 2020 [arXiv] P. Mehlitz, L.I. Minchenko, A.B. Zemkoho. A note on partial calmness for bilevel optimization problems with linearly structured lower level. Optimization Letters, in press, 2020 [arXiv] S. Zhou, A.B. Zemkoho, A. Tin. BOLIB: Bilevel Optimization LIBrary of test problems. In: S. Dempe, A. Zemkoho (eds) Bilevel Optimization. Springer, Cham, 2020 [arXiv] Y. Shehu, P.T. Vuong, A.B. Zemkoho. An inertial extrapolation method for convex simple bilevel optimization. Optimization Methods and Software, in press, 2019 [arXiv] S. Dempe, B.S. Mordukhovich, A.B. Zemkoho. Two-level value function approach to nonsmooth optimistic and pessimistic bilevel programs. Optimization 68(2-3), 433-455, 2019 [arXiv] A.B. Zemkoho. Solving ill-posed bilevel programs. Set-Valued and Variational Analysis 24(3), 423-448, 2016 [arXiv] S. Dempe and A.B. Zemkoho. KKT reformulation and necessary conditions for optimality in nonsmooth bilevel optimization. SIAM Journal on Optimization 24(4), 1639-1669, 2014 [arXiv] S. Dempe, B.S. Mordukhovich, A.B. Zemkoho. Necessary optimality conditions in pessimistic bilevel programming. Optimization 63(4), 505-533, 2014 [arXiv] A.B. Zemkoho. A simple approach to optimality conditions in minmax programing. Optimization 63(3), 385-401, 2014 [arXiv] S. Dempe, A.B. Zemkoho. Bilevel programming: reformulations, constraint qualifications and optimality conditions. Mathematical Programming 138, 447-473, 2013 [arXiv] S. Dempe, N. Gadhi, A.B. Zemkoho. New optimality conditions for semivectorial bilevel optimization problem. Journal of Optimization Theory and Applications 157(1), 54-74, 2013 [arXiv] S. Dempe, B.S. Mordukhovich, A.B. Zemkoho. Sensitivity analysis for two-level value functions with applications to bilevel programming. SIAM Journal on Optimization 22(4), 1309-1343, 2012 [arXiv] S. Dempe, A.B. Zemkoho. On the KKT reformulation of the bilevel optimization problem. Nonlinear Analysis: Theory, Methods & Applications 75(3), 1202-1218, 2012 [arXiv] S. Dempe, A.B. Zemkoho. Bilevel road pricing: theoretical analysis and optimality conditions. Annals of Operations Research 196, 223-240, 2012 [arXiv] S. Dempe, A.B. Zemkoho. The generalized Mangasarian-Fromowitz constraint qualifications and optimality conditions for bilevel programs. Journal of Optimization Theory and Applications 148(1), 46-68, 2011[arXiv]